In this project, you'll use generative adversarial networks to generate new images of faces.
You'll be using two datasets in this project:
Since the celebA dataset is complex and you're doing GANs in a project for the first time, we want you to test your neural network on MNIST before CelebA. Running the GANs on MNIST will allow you to see how well your model trains sooner.
If you're using FloydHub, set data_dir to "/input" and use the FloydHub data ID "R5KrjnANiKVhLWAkpXhNBe".
data_dir = './data'
# FloydHub - Use with data ID "R5KrjnANiKVhLWAkpXhNBe"
#data_dir = '/input'
"""
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"""
import helper
helper.download_extract('mnist', data_dir)
helper.download_extract('celeba', data_dir)
Found mnist Data Found celeba Data
show_n_images = 25
"""
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"""
%matplotlib inline
import os
from glob import glob
from matplotlib import pyplot
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'mnist/*.jpg'))[:show_n_images], 28, 28, 'L')
pyplot.imshow(helper.images_square_grid(mnist_images, 'L'), cmap='gray')
<matplotlib.image.AxesImage at 0x7f7cf3508438>
The CelebFaces Attributes Dataset (CelebA) dataset contains over 200,000 celebrity images with annotations. Since you're going to be generating faces, you won't need the annotations. You can view the first number of examples by changing show_n_images.
show_n_images = 25
"""
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"""
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'img_align_celeba/*.jpg'))[:show_n_images], 28, 28, 'RGB')
pyplot.imshow(helper.images_square_grid(mnist_images, 'RGB'))
<matplotlib.image.AxesImage at 0x7f7cf0316ba8>
Since the project's main focus is on building the GANs, we'll preprocess the data for you. The values of the MNIST and CelebA dataset will be in the range of -0.5 to 0.5 of 28x28 dimensional images. The CelebA images will be cropped to remove parts of the image that don't include a face, then resized down to 28x28.
The MNIST images are black and white images with a single color channel while the CelebA images have 3 color channels (RGB color channel).
You'll build the components necessary to build a GANs by implementing the following functions below:
model_inputsdiscriminatorgeneratormodel_lossmodel_opttrainThis will check to make sure you have the correct version of TensorFlow and access to a GPU
"""
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"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf
# Check TensorFlow Version
assert LooseVersion(tf.__version__) >= LooseVersion('1.0'), 'Please use TensorFlow version 1.0 or newer. You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))
# Check for a GPU
if not tf.test.gpu_device_name():
warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.0.1 Default GPU Device: /gpu:0
Implement the model_inputs function to create TF Placeholders for the Neural Network. It should create the following placeholders:
image_width, image_height, and image_channels.z_dim.Return the placeholders in the following the tuple (tensor of real input images, tensor of z data)
import problem_unittests as tests
def model_inputs(image_width, image_height, image_channels, z_dim):
"""
Create the model inputs
:param image_width: The input image width
:param image_height: The input image height
:param image_channels: The number of image channels
:param z_dim: The dimension of Z
:return: Tuple of (tensor of real input images, tensor of z data, learning rate)
"""
# TODO: Implement Function
real_input = tf.placeholder(dtype=tf.float32, shape=[None, 28, 28, image_channels], name="real_input_images_ph")
z = tf.placeholder(dtype=tf.float32, shape=[None, z_dim], name="generator_noise_input_ph")
learning_rate = tf.placeholder(dtype=tf.float32, name="learning_rate_ph")
return real_input, z, learning_rate
"""
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"""
tests.test_model_inputs(model_inputs)
Tests Passed
def dense(x, out_units):
return tf.layers.dense(x, out_units, activation=None, use_bias=False,
kernel_initializer=tf.random_normal_initializer(mean=0.0, stddev=0.02))
def conv2d(x, output_space):
return tf.layers.conv2d(x, output_space, kernel_size=5, strides=2, padding="same", activation=None,
use_bias=False, kernel_initializer=tf.random_normal_initializer(mean=0.0, stddev=0.02))
def leaky_relu(x, alpha=0.2):
# non-linear activation function
return tf.maximum(alpha * x, x)
Implement discriminator to create a discriminator neural network that discriminates on images. This function should be able to reuse the variabes in the neural network. Use tf.variable_scope with a scope name of "discriminator" to allow the variables to be reused. The function should return a tuple of (tensor output of the generator, tensor logits of the generator).
def discriminator(images, reuse=False):
"""
Create the discriminator network
:param image: Tensor of input image(s) - shape = (None,28,28,3)
:param reuse: Boolean if the weights should be reused
:return: Tuple of (tensor output of the discriminator, tensor logits of the discriminator)
"""
with tf.variable_scope("discriminator", reuse=reuse):
# Use LeakyReLU activation in the discriminator for all layers but the input layer.
# convolution > Leaky RELUs, we do not use batch_norm on the first layer of the discriminator
conv1 = conv2d(images, 64)
conv1 = leaky_relu(conv1)
# convolution > batch normalization > Leaky RELUs
conv2 = conv2d(conv1, 128)
conv2 = tf.layers.batch_normalization(conv2, training=True)
conv2 = leaky_relu(conv2)
conv3 = conv2d(conv2, 256)
conv3 = tf.layers.batch_normalization(conv3, training=True)
conv3 = leaky_relu(conv3) # non-linear activation function
flatten = tf.contrib.layers.flatten(conv3)
logits = dense(flatten, 1)
output = tf.nn.sigmoid(logits)
return output, logits
"""
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"""
tests.test_discriminator(discriminator, tf)
Tests Passed
Implement generator to generate an image using z. This function should be able to reuse the variabes in the neural network. Use tf.variable_scope with a scope name of "generator" to allow the variables to be reused. The function should return the generated 28 x 28 x out_channel_dim images.
def generator(z, out_channel_dim, is_train=True):
"""
Create the generator network
:param z: Input z
:param out_channel_dim: The number of channels in the output image
:param is_train: Boolean if generator is being used for training
:return: The tensor output of the generator
"""
# Use ReLU activation in generator for all layers except for the output, which uses Tanh
with tf.variable_scope('generator', reuse= not is_train):
x = dense(z, 2*2*512)
x = tf.reshape(x, [-1,2,2,512])
x = tf.layers.batch_normalization(x, training=is_train)
x = tf.nn.relu(x)
# shape=(?, 2, 2, 512)
t_conv1 = tf.layers.conv2d_transpose(x, 256, 5, strides=2, padding="valid", activation=None, use_bias=False)
t_conv1 = tf.layers.batch_normalization(t_conv1, training=is_train)
t_conv1 = tf.nn.relu(t_conv1)
# shape=(?, 7, 7, 256)
t_conv2 = tf.layers.conv2d_transpose(t_conv1, 128, 5, strides=2, padding="same", activation=None, use_bias=False)
t_conv2 = tf.layers.batch_normalization(t_conv2, training=is_train)
t_conv2 = tf.nn.relu(t_conv2)
# shape=(?, 14, 14, 128)
# we do not apply batch normalization to the last layer of the generator
# also, we apply tanh instead of relu to the output layer of the generator
output = tf.layers.conv2d_transpose(t_conv2, out_channel_dim, 5, strides=2, padding="same", activation=tf.nn.tanh, use_bias=False)
return output
"""
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"""
tests.test_generator(generator, tf)
Tests Passed
Implement model_loss to build the GANs for training and calculate the loss. The function should return a tuple of (discriminator loss, generator loss). Use the following functions you implemented:
discriminator(images, reuse=False)generator(z, out_channel_dim, is_train=True)def model_loss(input_real, input_z, out_channel_dim):
"""
Get the loss for the discriminator and generator
:param input_real: Images from the real dataset
:param input_z: Z input
:param out_channel_dim: The number of channels in the output image
:return: A tuple of (discriminator loss, generator loss)
"""
smooth = 0.1
generated_image = generator(input_z, out_channel_dim, is_train=True)
# we build 2 discriminator nets, one for real data one for fake data (comming from the generator)
d_model_real, d_logits_real = discriminator(input_real, reuse=False)
# reuse the variables here so that a new set of variables will not be created
d_model_fake, d_logits_fake = discriminator(generated_image, reuse=True)
# since these are all real images, wee want the labels to be all ones, with label smoothing
d_loss_real = tf.reduce_mean(tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_real,
labels=tf.ones_like(d_model_real) * (1 - smooth)))
# Since we want the discriminator to output 1 for real images and 0 for fake images, the logits here are all zeros
d_loss_fake = tf.reduce_mean(tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake,
labels=tf.zeros_like(d_model_fake)))
# for the generator loss, we use the fake logits from the discriminator with labels all ones
generator_loss = tf.reduce_mean(tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake,
labels=tf.ones_like(d_model_fake) * (1 - smooth)))
# for the discriminator, the total loss is the sum of the losses for the real and fake images
discriminator_loss = d_loss_real + d_loss_fake
return discriminator_loss, generator_loss
"""
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"""
tests.test_model_loss(model_loss)
Tests Passed
Implement model_opt to create the optimization operations for the GANs. Use tf.trainable_variables to get all the trainable variables. Filter the variables with names that are in the discriminator and generator scope names. The function should return a tuple of (discriminator training operation, generator training operation).
def model_opt(d_loss, g_loss, learning_rate, beta1):
"""
Get optimization operations
:param d_loss: Discriminator loss Tensor
:param g_loss: Generator loss Tensor
:param learning_rate: Learning Rate Placeholder
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:return: A tuple of (discriminator training operation, generator training operation)
"""
all_vars = tf.trainable_variables()
g_vars = [var for var in all_vars if var.name.startswith("generator")]
d_vars = [var for var in all_vars if var.name.startswith("discriminator")]
# If we don't include the update ops as dependencies on the train step, the
# tf.layers.batch_normalization layers won't update their population statistics,
# which will cause the model to fail at inference time
with tf.control_dependencies(tf.get_collection(tf.GraphKeys.UPDATE_OPS)):
discriminator_train_op = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(d_loss, var_list=d_vars)
generator_train_op = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(g_loss, var_list=g_vars)
return discriminator_train_op, generator_train_op
"""
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"""
tests.test_model_opt(model_opt, tf)
Tests Passed
"""
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"""
import numpy as np
def show_generator_output(sess, n_images, input_z, out_channel_dim, image_mode):
"""
Show example output for the generator
:param sess: TensorFlow session
:param n_images: Number of Images to display
:param input_z: Input Z Tensor
:param out_channel_dim: The number of channels in the output image
:param image_mode: The mode to use for images ("RGB" or "L")
"""
cmap = None if image_mode == 'RGB' else 'gray'
z_dim = input_z.get_shape().as_list()[-1]
example_z = np.random.uniform(-1, 1, size=[n_images, z_dim])
samples = sess.run(
generator(input_z, out_channel_dim, False),
feed_dict={input_z: example_z})
images_grid = helper.images_square_grid(samples, image_mode)
pyplot.imshow(images_grid, cmap=cmap)
pyplot.show()
Implement train to build and train the GANs. Use the following functions you implemented:
model_inputs(image_width, image_height, image_channels, z_dim)model_loss(input_real, input_z, out_channel_dim)model_opt(d_loss, g_loss, learning_rate, beta1)Use the show_generator_output to show generator output while you train. Running show_generator_output for every batch will drastically increase training time and increase the size of the notebook. It's recommended to print the generator output every 100 batches.
def train(epoch_count, batch_size, z_dim, learning_rate, beta1, get_batches, data_shape, data_image_mode):
"""
Train the GAN
:param epoch_count: Number of epochs
:param batch_size: Batch Size
:param z_dim: Z dimension
:param learning_rate: Learning Rate
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:param get_batches: Function to get batches
:param data_shape: Shape of the data
:param data_image_mode: The image mode to use for images ("RGB" or "L")
"""
image_width, image_height, image_channels = data_shape[1], data_shape[2], data_shape[3]
# get the inputs and learning rate placeholders
real_input, z, lr = model_inputs(image_width, image_height, image_channels, z_dim)
# get the model loss operations
d_loss, g_loss = model_loss(real_input, z, image_channels)
# get the training operations
d_train_op, g_train_op = model_opt(d_loss, g_loss, lr, beta1)
with tf.Session() as sess:
sess.run(tf.global_variables_initializer())
for epoch_i in range(epoch_count):
for batch_counter, batch_images in enumerate(get_batches(batch_size)):
# normalize the batch images to be between -1 and 1
batch_images *= 2
# generate a random noise vector for feeding the generator
batch_z = np.random.uniform(-1.0, 1.0, size=(batch_size, z_dim))
# run network optimizers
_, d_train_loss = sess.run([d_train_op, d_loss], feed_dict={real_input: batch_images, z: batch_z, lr: learning_rate})
# considere to run the generator optimization operation twice to make sure the discriminator loss will NOT go to zero
_, g_train_loss = sess.run([g_train_op, g_loss], feed_dict={real_input: batch_images, z: batch_z, lr: learning_rate})
# _, g_train_loss = sess.run([g_train_op, g_loss], feed_dict={real_input: batch_images, z: batch_z, lr: learning_rate})
# display the generator and discriminator loss during training
if batch_counter % 10 == 0:
print("Epoch {}/{}...".format(epoch_i+1, epoch_count),
"Discriminator Loss: {:.4f}...".format(d_train_loss),
"Generator Loss: {:.4f}".format(g_train_loss))
# display some of the generator output images during training
if batch_counter % 100 == 0:
show_generator_output(sess, 20, z, image_channels, data_image_mode)
Test your GANs architecture on MNIST. After 2 epochs, the GANs should be able to generate images that look like handwritten digits. Make sure the loss of the generator is lower than the loss of the discriminator or close to 0.
batch_size = 128
z_dim = 100
learning_rate = 0.0002
beta1 = 0.5
"""
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"""
epochs = 10
mnist_dataset = helper.Dataset('mnist', glob(os.path.join(data_dir, 'mnist/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, mnist_dataset.get_batches,
mnist_dataset.shape, mnist_dataset.image_mode)
Epoch 1/10... Discriminator Loss: 1.8289... Generator Loss: 3.0356
Epoch 1/10... Discriminator Loss: 0.8060... Generator Loss: 6.1116 Epoch 1/10... Discriminator Loss: 0.6673... Generator Loss: 6.1384 Epoch 1/10... Discriminator Loss: 0.6128... Generator Loss: 5.5492 Epoch 1/10... Discriminator Loss: 0.6858... Generator Loss: 5.6026 Epoch 1/10... Discriminator Loss: 0.5178... Generator Loss: 4.0370 Epoch 1/10... Discriminator Loss: 0.4567... Generator Loss: 6.6727 Epoch 1/10... Discriminator Loss: 0.4849... Generator Loss: 4.9564 Epoch 1/10... Discriminator Loss: 0.6156... Generator Loss: 5.9406 Epoch 1/10... Discriminator Loss: 0.4148... Generator Loss: 3.7506 Epoch 1/10... Discriminator Loss: 0.5109... Generator Loss: 5.0279
Epoch 1/10... Discriminator Loss: 0.4563... Generator Loss: 4.7063 Epoch 1/10... Discriminator Loss: 0.6208... Generator Loss: 4.5739 Epoch 1/10... Discriminator Loss: 0.4730... Generator Loss: 4.2600 Epoch 1/10... Discriminator Loss: 0.4763... Generator Loss: 4.7375 Epoch 1/10... Discriminator Loss: 0.4795... Generator Loss: 3.4973 Epoch 1/10... Discriminator Loss: 0.5379... Generator Loss: 4.0865 Epoch 1/10... Discriminator Loss: 0.4704... Generator Loss: 3.8983 Epoch 1/10... Discriminator Loss: 0.4133... Generator Loss: 4.0757 Epoch 1/10... Discriminator Loss: 0.4258... Generator Loss: 4.7663 Epoch 1/10... Discriminator Loss: 0.4109... Generator Loss: 4.4972
Epoch 1/10... Discriminator Loss: 0.4417... Generator Loss: 4.8793 Epoch 1/10... Discriminator Loss: 0.4614... Generator Loss: 4.7986 Epoch 1/10... Discriminator Loss: 0.4111... Generator Loss: 4.1551 Epoch 1/10... Discriminator Loss: 0.4795... Generator Loss: 3.7431 Epoch 1/10... Discriminator Loss: 0.4800... Generator Loss: 3.4943 Epoch 1/10... Discriminator Loss: 0.4305... Generator Loss: 4.2943 Epoch 1/10... Discriminator Loss: 0.4544... Generator Loss: 4.1131 Epoch 1/10... Discriminator Loss: 0.4487... Generator Loss: 3.8108 Epoch 1/10... Discriminator Loss: 0.4224... Generator Loss: 3.6259 Epoch 1/10... Discriminator Loss: 0.4839... Generator Loss: 4.2630
Epoch 1/10... Discriminator Loss: 0.4615... Generator Loss: 4.0781 Epoch 1/10... Discriminator Loss: 0.5885... Generator Loss: 4.9578 Epoch 1/10... Discriminator Loss: 0.4881... Generator Loss: 3.6097 Epoch 1/10... Discriminator Loss: 0.5176... Generator Loss: 3.1193 Epoch 1/10... Discriminator Loss: 0.4344... Generator Loss: 4.4724 Epoch 1/10... Discriminator Loss: 0.4406... Generator Loss: 3.9667 Epoch 1/10... Discriminator Loss: 0.4413... Generator Loss: 4.0567 Epoch 1/10... Discriminator Loss: 0.6181... Generator Loss: 3.6221 Epoch 1/10... Discriminator Loss: 0.4341... Generator Loss: 4.1187 Epoch 1/10... Discriminator Loss: 0.4791... Generator Loss: 3.6221
Epoch 1/10... Discriminator Loss: 0.4108... Generator Loss: 4.2957 Epoch 1/10... Discriminator Loss: 0.4706... Generator Loss: 3.4861 Epoch 1/10... Discriminator Loss: 0.4896... Generator Loss: 3.7276 Epoch 1/10... Discriminator Loss: 0.4227... Generator Loss: 4.2172 Epoch 1/10... Discriminator Loss: 0.4652... Generator Loss: 3.0668 Epoch 1/10... Discriminator Loss: 0.4616... Generator Loss: 3.6496 Epoch 2/10... Discriminator Loss: 0.4578... Generator Loss: 3.8317
Epoch 2/10... Discriminator Loss: 0.5372... Generator Loss: 4.4035 Epoch 2/10... Discriminator Loss: 0.4436... Generator Loss: 4.3517 Epoch 2/10... Discriminator Loss: 0.4463... Generator Loss: 3.5384 Epoch 2/10... Discriminator Loss: 0.8113... Generator Loss: 2.5930 Epoch 2/10... Discriminator Loss: 0.5837... Generator Loss: 3.4538 Epoch 2/10... Discriminator Loss: 0.5603... Generator Loss: 3.5020 Epoch 2/10... Discriminator Loss: 0.4758... Generator Loss: 4.3786 Epoch 2/10... Discriminator Loss: 0.4847... Generator Loss: 3.7040 Epoch 2/10... Discriminator Loss: 0.5051... Generator Loss: 5.0259 Epoch 2/10... Discriminator Loss: 0.7279... Generator Loss: 5.9834
Epoch 2/10... Discriminator Loss: 0.6510... Generator Loss: 5.3239 Epoch 2/10... Discriminator Loss: 0.5023... Generator Loss: 4.2420 Epoch 2/10... Discriminator Loss: 0.7517... Generator Loss: 1.7330 Epoch 2/10... Discriminator Loss: 0.6974... Generator Loss: 5.6693 Epoch 2/10... Discriminator Loss: 0.5362... Generator Loss: 2.7835 Epoch 2/10... Discriminator Loss: 0.4955... Generator Loss: 3.4329 Epoch 2/10... Discriminator Loss: 0.5112... Generator Loss: 3.4043 Epoch 2/10... Discriminator Loss: 0.6366... Generator Loss: 3.7665 Epoch 2/10... Discriminator Loss: 0.5611... Generator Loss: 4.0904 Epoch 2/10... Discriminator Loss: 0.5937... Generator Loss: 2.3892
Epoch 2/10... Discriminator Loss: 0.5692... Generator Loss: 3.9585 Epoch 2/10... Discriminator Loss: 0.7773... Generator Loss: 2.9774 Epoch 2/10... Discriminator Loss: 0.5701... Generator Loss: 3.7870 Epoch 2/10... Discriminator Loss: 0.5240... Generator Loss: 3.0618 Epoch 2/10... Discriminator Loss: 0.5388... Generator Loss: 4.0750 Epoch 2/10... Discriminator Loss: 0.7905... Generator Loss: 5.8368 Epoch 2/10... Discriminator Loss: 0.6079... Generator Loss: 3.8112 Epoch 2/10... Discriminator Loss: 0.5874... Generator Loss: 3.1576 Epoch 2/10... Discriminator Loss: 0.5973... Generator Loss: 2.8620 Epoch 2/10... Discriminator Loss: 0.5285... Generator Loss: 3.3286
Epoch 2/10... Discriminator Loss: 0.5368... Generator Loss: 2.6805 Epoch 2/10... Discriminator Loss: 0.6537... Generator Loss: 2.9062 Epoch 2/10... Discriminator Loss: 0.7124... Generator Loss: 2.5623 Epoch 2/10... Discriminator Loss: 0.5728... Generator Loss: 2.9694 Epoch 2/10... Discriminator Loss: 0.5513... Generator Loss: 2.9138 Epoch 2/10... Discriminator Loss: 0.7985... Generator Loss: 1.6357 Epoch 2/10... Discriminator Loss: 0.6219... Generator Loss: 2.6957 Epoch 2/10... Discriminator Loss: 0.6320... Generator Loss: 2.3854 Epoch 2/10... Discriminator Loss: 0.9555... Generator Loss: 3.7651 Epoch 2/10... Discriminator Loss: 0.6796... Generator Loss: 3.3701
Epoch 2/10... Discriminator Loss: 0.5878... Generator Loss: 3.3101 Epoch 2/10... Discriminator Loss: 0.8931... Generator Loss: 5.4884 Epoch 2/10... Discriminator Loss: 0.6130... Generator Loss: 3.0055 Epoch 2/10... Discriminator Loss: 0.5500... Generator Loss: 3.3176 Epoch 2/10... Discriminator Loss: 0.8264... Generator Loss: 4.9027 Epoch 2/10... Discriminator Loss: 0.8198... Generator Loss: 4.2850 Epoch 3/10... Discriminator Loss: 1.0081... Generator Loss: 5.1661
Epoch 3/10... Discriminator Loss: 0.6792... Generator Loss: 3.7606 Epoch 3/10... Discriminator Loss: 0.6692... Generator Loss: 2.6596 Epoch 3/10... Discriminator Loss: 0.6394... Generator Loss: 2.9952 Epoch 3/10... Discriminator Loss: 0.8903... Generator Loss: 4.9327 Epoch 3/10... Discriminator Loss: 0.6136... Generator Loss: 3.0032 Epoch 3/10... Discriminator Loss: 0.6658... Generator Loss: 2.3498 Epoch 3/10... Discriminator Loss: 0.8355... Generator Loss: 3.5480 Epoch 3/10... Discriminator Loss: 0.5869... Generator Loss: 2.1903 Epoch 3/10... Discriminator Loss: 0.6860... Generator Loss: 2.2144 Epoch 3/10... Discriminator Loss: 0.6670... Generator Loss: 1.9672
Epoch 3/10... Discriminator Loss: 0.6567... Generator Loss: 2.5110 Epoch 3/10... Discriminator Loss: 0.7174... Generator Loss: 2.3586 Epoch 3/10... Discriminator Loss: 0.7469... Generator Loss: 2.5125 Epoch 3/10... Discriminator Loss: 0.6433... Generator Loss: 3.2138 Epoch 3/10... Discriminator Loss: 0.8670... Generator Loss: 2.7609 Epoch 3/10... Discriminator Loss: 0.6749... Generator Loss: 2.7708 Epoch 3/10... Discriminator Loss: 0.6796... Generator Loss: 2.3364 Epoch 3/10... Discriminator Loss: 0.8355... Generator Loss: 1.6003 Epoch 3/10... Discriminator Loss: 0.7510... Generator Loss: 1.9762 Epoch 3/10... Discriminator Loss: 0.6900... Generator Loss: 1.9750
Epoch 3/10... Discriminator Loss: 0.7550... Generator Loss: 1.7851 Epoch 3/10... Discriminator Loss: 0.6890... Generator Loss: 2.5239 Epoch 3/10... Discriminator Loss: 0.7851... Generator Loss: 2.6987 Epoch 3/10... Discriminator Loss: 0.7465... Generator Loss: 1.8890 Epoch 3/10... Discriminator Loss: 0.7045... Generator Loss: 2.5864 Epoch 3/10... Discriminator Loss: 1.1444... Generator Loss: 1.1047 Epoch 3/10... Discriminator Loss: 0.9157... Generator Loss: 3.2958 Epoch 3/10... Discriminator Loss: 0.7129... Generator Loss: 2.0811 Epoch 3/10... Discriminator Loss: 0.8363... Generator Loss: 2.1465 Epoch 3/10... Discriminator Loss: 0.7962... Generator Loss: 2.3817
Epoch 3/10... Discriminator Loss: 1.0857... Generator Loss: 1.0147 Epoch 3/10... Discriminator Loss: 0.8004... Generator Loss: 2.7412 Epoch 3/10... Discriminator Loss: 0.8925... Generator Loss: 1.2752 Epoch 3/10... Discriminator Loss: 1.3535... Generator Loss: 0.9258 Epoch 3/10... Discriminator Loss: 0.7431... Generator Loss: 2.3254 Epoch 3/10... Discriminator Loss: 0.8490... Generator Loss: 2.3554 Epoch 3/10... Discriminator Loss: 0.8964... Generator Loss: 2.5642 Epoch 3/10... Discriminator Loss: 0.9688... Generator Loss: 1.4294 Epoch 3/10... Discriminator Loss: 0.8002... Generator Loss: 2.8399 Epoch 3/10... Discriminator Loss: 0.8807... Generator Loss: 1.5482
Epoch 3/10... Discriminator Loss: 0.8777... Generator Loss: 2.7690 Epoch 3/10... Discriminator Loss: 1.7552... Generator Loss: 1.0045 Epoch 3/10... Discriminator Loss: 0.9079... Generator Loss: 1.5545 Epoch 3/10... Discriminator Loss: 0.8313... Generator Loss: 1.4488 Epoch 3/10... Discriminator Loss: 1.0726... Generator Loss: 2.7948 Epoch 3/10... Discriminator Loss: 0.8673... Generator Loss: 1.6640 Epoch 4/10... Discriminator Loss: 0.8869... Generator Loss: 2.3496
Epoch 4/10... Discriminator Loss: 0.9882... Generator Loss: 2.4148 Epoch 4/10... Discriminator Loss: 0.8773... Generator Loss: 1.5333 Epoch 4/10... Discriminator Loss: 1.1931... Generator Loss: 2.7174 Epoch 4/10... Discriminator Loss: 0.7994... Generator Loss: 1.8971 Epoch 4/10... Discriminator Loss: 0.8679... Generator Loss: 1.4508 Epoch 4/10... Discriminator Loss: 0.9388... Generator Loss: 1.3281 Epoch 4/10... Discriminator Loss: 0.9196... Generator Loss: 1.2572 Epoch 4/10... Discriminator Loss: 0.8338... Generator Loss: 1.4848 Epoch 4/10... Discriminator Loss: 1.4579... Generator Loss: 0.8524 Epoch 4/10... Discriminator Loss: 0.8942... Generator Loss: 1.2109
Epoch 4/10... Discriminator Loss: 1.0377... Generator Loss: 1.1035 Epoch 4/10... Discriminator Loss: 0.9186... Generator Loss: 1.8562 Epoch 4/10... Discriminator Loss: 0.8794... Generator Loss: 2.4090 Epoch 4/10... Discriminator Loss: 0.9167... Generator Loss: 1.2611 Epoch 4/10... Discriminator Loss: 0.9087... Generator Loss: 1.9430 Epoch 4/10... Discriminator Loss: 0.8466... Generator Loss: 1.3221 Epoch 4/10... Discriminator Loss: 0.9506... Generator Loss: 1.4489 Epoch 4/10... Discriminator Loss: 1.0859... Generator Loss: 3.2087 Epoch 4/10... Discriminator Loss: 0.8451... Generator Loss: 2.0038 Epoch 4/10... Discriminator Loss: 1.1870... Generator Loss: 3.3404
Epoch 4/10... Discriminator Loss: 0.9897... Generator Loss: 0.9706 Epoch 4/10... Discriminator Loss: 0.7777... Generator Loss: 1.6055 Epoch 4/10... Discriminator Loss: 0.8354... Generator Loss: 1.7208 Epoch 4/10... Discriminator Loss: 0.9175... Generator Loss: 1.2312 Epoch 4/10... Discriminator Loss: 1.1159... Generator Loss: 0.7843 Epoch 4/10... Discriminator Loss: 0.9629... Generator Loss: 1.2673 Epoch 4/10... Discriminator Loss: 0.9580... Generator Loss: 2.5160 Epoch 4/10... Discriminator Loss: 0.8388... Generator Loss: 2.0707 Epoch 4/10... Discriminator Loss: 0.8628... Generator Loss: 2.0534 Epoch 4/10... Discriminator Loss: 0.9583... Generator Loss: 2.4438
Epoch 4/10... Discriminator Loss: 0.8659... Generator Loss: 1.6121 Epoch 4/10... Discriminator Loss: 2.1729... Generator Loss: 0.5243 Epoch 4/10... Discriminator Loss: 0.9180... Generator Loss: 1.3376 Epoch 4/10... Discriminator Loss: 0.8841... Generator Loss: 1.5084 Epoch 4/10... Discriminator Loss: 0.9730... Generator Loss: 2.7919 Epoch 4/10... Discriminator Loss: 0.8434... Generator Loss: 1.5256 Epoch 4/10... Discriminator Loss: 0.8584... Generator Loss: 1.7545 Epoch 4/10... Discriminator Loss: 3.3191... Generator Loss: 0.4838 Epoch 4/10... Discriminator Loss: 0.8338... Generator Loss: 1.5688 Epoch 4/10... Discriminator Loss: 0.8839... Generator Loss: 1.6320
Epoch 4/10... Discriminator Loss: 0.8290... Generator Loss: 1.1925 Epoch 4/10... Discriminator Loss: 0.9737... Generator Loss: 1.9144 Epoch 4/10... Discriminator Loss: 0.8690... Generator Loss: 1.8194 Epoch 4/10... Discriminator Loss: 1.0757... Generator Loss: 1.9759 Epoch 4/10... Discriminator Loss: 0.9812... Generator Loss: 1.7330 Epoch 4/10... Discriminator Loss: 0.8119... Generator Loss: 1.5691 Epoch 5/10... Discriminator Loss: 0.8099... Generator Loss: 1.5052
Epoch 5/10... Discriminator Loss: 0.8844... Generator Loss: 1.6231 Epoch 5/10... Discriminator Loss: 1.2339... Generator Loss: 2.6925 Epoch 5/10... Discriminator Loss: 0.9241... Generator Loss: 1.4632 Epoch 5/10... Discriminator Loss: 0.9965... Generator Loss: 1.1001 Epoch 5/10... Discriminator Loss: 1.0545... Generator Loss: 0.9858 Epoch 5/10... Discriminator Loss: 0.8835... Generator Loss: 1.2591 Epoch 5/10... Discriminator Loss: 1.2389... Generator Loss: 3.2465 Epoch 5/10... Discriminator Loss: 0.8766... Generator Loss: 1.7279 Epoch 5/10... Discriminator Loss: 0.8629... Generator Loss: 1.6795 Epoch 5/10... Discriminator Loss: 0.8369... Generator Loss: 2.5066
Epoch 5/10... Discriminator Loss: 0.8549... Generator Loss: 1.6615 Epoch 5/10... Discriminator Loss: 0.8033... Generator Loss: 1.7521 Epoch 5/10... Discriminator Loss: 0.8495... Generator Loss: 1.5231 Epoch 5/10... Discriminator Loss: 0.9721... Generator Loss: 1.0520 Epoch 5/10... Discriminator Loss: 1.2299... Generator Loss: 1.0418 Epoch 5/10... Discriminator Loss: 0.9821... Generator Loss: 1.2381 Epoch 5/10... Discriminator Loss: 1.0404... Generator Loss: 0.9443 Epoch 5/10... Discriminator Loss: 0.8467... Generator Loss: 1.6263 Epoch 5/10... Discriminator Loss: 1.3392... Generator Loss: 1.9228 Epoch 5/10... Discriminator Loss: 0.9985... Generator Loss: 1.5119
Epoch 5/10... Discriminator Loss: 0.8918... Generator Loss: 1.4520 Epoch 5/10... Discriminator Loss: 0.9096... Generator Loss: 1.3836 Epoch 5/10... Discriminator Loss: 0.9865... Generator Loss: 2.1424 Epoch 5/10... Discriminator Loss: 0.8719... Generator Loss: 1.3554 Epoch 5/10... Discriminator Loss: 0.9593... Generator Loss: 1.6119 Epoch 5/10... Discriminator Loss: 2.4282... Generator Loss: 0.9506 Epoch 5/10... Discriminator Loss: 1.0094... Generator Loss: 1.6282 Epoch 5/10... Discriminator Loss: 0.9432... Generator Loss: 2.3376 Epoch 5/10... Discriminator Loss: 0.9429... Generator Loss: 1.6785 Epoch 5/10... Discriminator Loss: 0.8497... Generator Loss: 1.4507
Epoch 5/10... Discriminator Loss: 0.8963... Generator Loss: 1.8669 Epoch 5/10... Discriminator Loss: 1.0076... Generator Loss: 0.8202 Epoch 5/10... Discriminator Loss: 1.1197... Generator Loss: 1.1481 Epoch 5/10... Discriminator Loss: 1.1547... Generator Loss: 0.7887 Epoch 5/10... Discriminator Loss: 0.9319... Generator Loss: 1.8248 Epoch 5/10... Discriminator Loss: 0.8801... Generator Loss: 1.8132 Epoch 5/10... Discriminator Loss: 0.8506... Generator Loss: 1.1891 Epoch 5/10... Discriminator Loss: 0.8344... Generator Loss: 1.9659 Epoch 5/10... Discriminator Loss: 0.8140... Generator Loss: 1.7963 Epoch 5/10... Discriminator Loss: 1.1306... Generator Loss: 1.7170
Epoch 5/10... Discriminator Loss: 0.9760... Generator Loss: 1.2635 Epoch 5/10... Discriminator Loss: 1.0284... Generator Loss: 2.1372 Epoch 5/10... Discriminator Loss: 0.8318... Generator Loss: 2.0355 Epoch 5/10... Discriminator Loss: 1.0737... Generator Loss: 1.9533 Epoch 5/10... Discriminator Loss: 0.9844... Generator Loss: 2.0032 Epoch 5/10... Discriminator Loss: 0.8853... Generator Loss: 1.3845 Epoch 6/10... Discriminator Loss: 0.8089... Generator Loss: 1.8834
Epoch 6/10... Discriminator Loss: 1.3613... Generator Loss: 3.5394 Epoch 6/10... Discriminator Loss: 1.2553... Generator Loss: 1.2693 Epoch 6/10... Discriminator Loss: 1.0777... Generator Loss: 1.0075 Epoch 6/10... Discriminator Loss: 0.9062... Generator Loss: 1.4175 Epoch 6/10... Discriminator Loss: 1.0197... Generator Loss: 0.9372 Epoch 6/10... Discriminator Loss: 0.8548... Generator Loss: 1.3356 Epoch 6/10... Discriminator Loss: 1.0276... Generator Loss: 3.0736 Epoch 6/10... Discriminator Loss: 0.8125... Generator Loss: 1.4984 Epoch 6/10... Discriminator Loss: 0.8361... Generator Loss: 1.6336 Epoch 6/10... Discriminator Loss: 1.0573... Generator Loss: 3.0646
Epoch 6/10... Discriminator Loss: 1.0717... Generator Loss: 0.9937 Epoch 6/10... Discriminator Loss: 0.8389... Generator Loss: 1.6730 Epoch 6/10... Discriminator Loss: 0.8586... Generator Loss: 1.4016 Epoch 6/10... Discriminator Loss: 1.3442... Generator Loss: 0.7188 Epoch 6/10... Discriminator Loss: 1.0899... Generator Loss: 1.0965 Epoch 6/10... Discriminator Loss: 1.2569... Generator Loss: 0.7528 Epoch 6/10... Discriminator Loss: 0.9438... Generator Loss: 1.0967 Epoch 6/10... Discriminator Loss: 0.9256... Generator Loss: 1.6364 Epoch 6/10... Discriminator Loss: 0.8995... Generator Loss: 2.0840 Epoch 6/10... Discriminator Loss: 0.9008... Generator Loss: 1.2751
Epoch 6/10... Discriminator Loss: 0.8379... Generator Loss: 1.1965 Epoch 6/10... Discriminator Loss: 0.8317... Generator Loss: 1.3418 Epoch 6/10... Discriminator Loss: 0.8000... Generator Loss: 1.7916 Epoch 6/10... Discriminator Loss: 3.1911... Generator Loss: 3.8507 Epoch 6/10... Discriminator Loss: 1.0861... Generator Loss: 1.0364 Epoch 6/10... Discriminator Loss: 0.9185... Generator Loss: 1.2192 Epoch 6/10... Discriminator Loss: 1.0787... Generator Loss: 2.0792 Epoch 6/10... Discriminator Loss: 0.8961... Generator Loss: 1.9657 Epoch 6/10... Discriminator Loss: 0.8598... Generator Loss: 2.0941 Epoch 6/10... Discriminator Loss: 0.7741... Generator Loss: 1.6239
Epoch 6/10... Discriminator Loss: 0.9168... Generator Loss: 2.3367 Epoch 6/10... Discriminator Loss: 1.0423... Generator Loss: 1.3117 Epoch 6/10... Discriminator Loss: 0.8524... Generator Loss: 1.7373 Epoch 6/10... Discriminator Loss: 0.8930... Generator Loss: 1.2787 Epoch 6/10... Discriminator Loss: 0.8436... Generator Loss: 1.8621 Epoch 6/10... Discriminator Loss: 0.8445... Generator Loss: 1.2418 Epoch 6/10... Discriminator Loss: 1.4107... Generator Loss: 0.9156 Epoch 6/10... Discriminator Loss: 0.8753... Generator Loss: 1.5315 Epoch 6/10... Discriminator Loss: 0.8547... Generator Loss: 1.4096 Epoch 6/10... Discriminator Loss: 0.9439... Generator Loss: 0.9698
Epoch 6/10... Discriminator Loss: 0.9386... Generator Loss: 1.6606 Epoch 6/10... Discriminator Loss: 0.9552... Generator Loss: 1.7491 Epoch 6/10... Discriminator Loss: 0.8177... Generator Loss: 2.0522 Epoch 6/10... Discriminator Loss: 0.9283... Generator Loss: 0.8594 Epoch 6/10... Discriminator Loss: 0.9505... Generator Loss: 1.2081 Epoch 6/10... Discriminator Loss: 0.8680... Generator Loss: 1.7394 Epoch 7/10... Discriminator Loss: 0.7603... Generator Loss: 1.5026
Epoch 7/10... Discriminator Loss: 1.1353... Generator Loss: 2.0581 Epoch 7/10... Discriminator Loss: 0.7848... Generator Loss: 1.9019 Epoch 7/10... Discriminator Loss: 0.7664... Generator Loss: 1.4660 Epoch 7/10... Discriminator Loss: 0.8240... Generator Loss: 1.9779 Epoch 7/10... Discriminator Loss: 0.8386... Generator Loss: 1.2708 Epoch 7/10... Discriminator Loss: 0.8156... Generator Loss: 1.6620 Epoch 7/10... Discriminator Loss: 0.9025... Generator Loss: 1.2759 Epoch 7/10... Discriminator Loss: 1.0222... Generator Loss: 1.3505 Epoch 7/10... Discriminator Loss: 0.8730... Generator Loss: 2.0019 Epoch 7/10... Discriminator Loss: 0.7070... Generator Loss: 1.8193
Epoch 7/10... Discriminator Loss: 1.4873... Generator Loss: 0.8277 Epoch 7/10... Discriminator Loss: 0.9786... Generator Loss: 1.5909 Epoch 7/10... Discriminator Loss: 0.8633... Generator Loss: 1.4359 Epoch 7/10... Discriminator Loss: 0.9378... Generator Loss: 1.2015 Epoch 7/10... Discriminator Loss: 1.0397... Generator Loss: 1.7120 Epoch 7/10... Discriminator Loss: 0.9161... Generator Loss: 1.8501 Epoch 7/10... Discriminator Loss: 0.8075... Generator Loss: 1.5483 Epoch 7/10... Discriminator Loss: 1.0234... Generator Loss: 1.8827 Epoch 7/10... Discriminator Loss: 0.9089... Generator Loss: 1.2889 Epoch 7/10... Discriminator Loss: 0.9010... Generator Loss: 1.8695
Epoch 7/10... Discriminator Loss: 0.9984... Generator Loss: 1.6380 Epoch 7/10... Discriminator Loss: 0.7930... Generator Loss: 1.5825 Epoch 7/10... Discriminator Loss: 0.9135... Generator Loss: 2.4021 Epoch 7/10... Discriminator Loss: 0.8828... Generator Loss: 2.0259 Epoch 7/10... Discriminator Loss: 0.9088... Generator Loss: 1.8194 Epoch 7/10... Discriminator Loss: 0.8437... Generator Loss: 1.5342 Epoch 7/10... Discriminator Loss: 0.7985... Generator Loss: 2.1694 Epoch 7/10... Discriminator Loss: 0.9177... Generator Loss: 2.9763 Epoch 7/10... Discriminator Loss: 0.9509... Generator Loss: 2.1675 Epoch 7/10... Discriminator Loss: 0.9806... Generator Loss: 2.6928
Epoch 7/10... Discriminator Loss: 1.2690... Generator Loss: 0.9978 Epoch 7/10... Discriminator Loss: 0.7658... Generator Loss: 1.7127 Epoch 7/10... Discriminator Loss: 1.0868... Generator Loss: 1.2174 Epoch 7/10... Discriminator Loss: 0.8702... Generator Loss: 1.3098 Epoch 7/10... Discriminator Loss: 1.1242... Generator Loss: 0.8844 Epoch 7/10... Discriminator Loss: 0.8609... Generator Loss: 2.2632 Epoch 7/10... Discriminator Loss: 0.7969... Generator Loss: 2.1743 Epoch 7/10... Discriminator Loss: 0.9140... Generator Loss: 1.3082 Epoch 7/10... Discriminator Loss: 0.9420... Generator Loss: 2.3706 Epoch 7/10... Discriminator Loss: 1.0113... Generator Loss: 1.5261
Epoch 7/10... Discriminator Loss: 0.7645... Generator Loss: 1.5623 Epoch 7/10... Discriminator Loss: 0.8648... Generator Loss: 2.1859 Epoch 7/10... Discriminator Loss: 0.8408... Generator Loss: 2.2203 Epoch 7/10... Discriminator Loss: 0.7969... Generator Loss: 1.5087 Epoch 7/10... Discriminator Loss: 1.1175... Generator Loss: 1.4229 Epoch 7/10... Discriminator Loss: 0.8531... Generator Loss: 1.5919 Epoch 8/10... Discriminator Loss: 0.8077... Generator Loss: 2.9933
Epoch 8/10... Discriminator Loss: 0.9754... Generator Loss: 1.5528 Epoch 8/10... Discriminator Loss: 0.8871... Generator Loss: 2.2182 Epoch 8/10... Discriminator Loss: 0.7662... Generator Loss: 1.3065 Epoch 8/10... Discriminator Loss: 0.9870... Generator Loss: 1.2954 Epoch 8/10... Discriminator Loss: 0.8273... Generator Loss: 1.6323 Epoch 8/10... Discriminator Loss: 1.3029... Generator Loss: 1.2467 Epoch 8/10... Discriminator Loss: 0.8058... Generator Loss: 1.6790 Epoch 8/10... Discriminator Loss: 0.7649... Generator Loss: 1.9528 Epoch 8/10... Discriminator Loss: 2.1596... Generator Loss: 0.3804 Epoch 8/10... Discriminator Loss: 0.9827... Generator Loss: 1.4053
Epoch 8/10... Discriminator Loss: 0.8218... Generator Loss: 1.6872 Epoch 8/10... Discriminator Loss: 0.7919... Generator Loss: 1.8770 Epoch 8/10... Discriminator Loss: 0.8735... Generator Loss: 1.3581 Epoch 8/10... Discriminator Loss: 1.5031... Generator Loss: 0.7080 Epoch 8/10... Discriminator Loss: 0.9840... Generator Loss: 1.1467 Epoch 8/10... Discriminator Loss: 0.9200... Generator Loss: 1.4125 Epoch 8/10... Discriminator Loss: 0.8381... Generator Loss: 2.0661 Epoch 8/10... Discriminator Loss: 0.8193... Generator Loss: 1.4211 Epoch 8/10... Discriminator Loss: 0.9535... Generator Loss: 1.9420 Epoch 8/10... Discriminator Loss: 1.1570... Generator Loss: 1.7943
Epoch 8/10... Discriminator Loss: 0.8041... Generator Loss: 1.7300 Epoch 8/10... Discriminator Loss: 0.8211... Generator Loss: 1.8701 Epoch 8/10... Discriminator Loss: 0.7813... Generator Loss: 1.3414 Epoch 8/10... Discriminator Loss: 1.0133... Generator Loss: 2.8306 Epoch 8/10... Discriminator Loss: 0.8035... Generator Loss: 1.4240 Epoch 8/10... Discriminator Loss: 0.8294... Generator Loss: 1.4405 Epoch 8/10... Discriminator Loss: 1.8018... Generator Loss: 0.8815 Epoch 8/10... Discriminator Loss: 0.8298... Generator Loss: 2.2880 Epoch 8/10... Discriminator Loss: 0.8174... Generator Loss: 1.6284 Epoch 8/10... Discriminator Loss: 0.9802... Generator Loss: 1.0196
Epoch 8/10... Discriminator Loss: 0.9751... Generator Loss: 1.2873 Epoch 8/10... Discriminator Loss: 0.9452... Generator Loss: 1.3423 Epoch 8/10... Discriminator Loss: 0.9648... Generator Loss: 1.6344 Epoch 8/10... Discriminator Loss: 0.7531... Generator Loss: 1.9300 Epoch 8/10... Discriminator Loss: 0.8065... Generator Loss: 1.6552 Epoch 8/10... Discriminator Loss: 1.0773... Generator Loss: 0.7978 Epoch 8/10... Discriminator Loss: 0.8156... Generator Loss: 1.4424 Epoch 8/10... Discriminator Loss: 1.0601... Generator Loss: 1.5716 Epoch 8/10... Discriminator Loss: 1.0334... Generator Loss: 1.3635 Epoch 8/10... Discriminator Loss: 0.9847... Generator Loss: 1.1161
Epoch 8/10... Discriminator Loss: 0.8864... Generator Loss: 1.2516 Epoch 8/10... Discriminator Loss: 1.0620... Generator Loss: 0.5629 Epoch 8/10... Discriminator Loss: 0.9051... Generator Loss: 1.8455 Epoch 8/10... Discriminator Loss: 1.0717... Generator Loss: 2.5932 Epoch 8/10... Discriminator Loss: 0.9944... Generator Loss: 1.5292 Epoch 8/10... Discriminator Loss: 0.9881... Generator Loss: 1.9678 Epoch 9/10... Discriminator Loss: 0.7726... Generator Loss: 2.2058
Epoch 9/10... Discriminator Loss: 0.7637... Generator Loss: 1.8104 Epoch 9/10... Discriminator Loss: 0.7924... Generator Loss: 1.7328 Epoch 9/10... Discriminator Loss: 1.1434... Generator Loss: 0.8667 Epoch 9/10... Discriminator Loss: 0.9106... Generator Loss: 2.3349 Epoch 9/10... Discriminator Loss: 1.0566... Generator Loss: 0.9951 Epoch 9/10... Discriminator Loss: 0.7679... Generator Loss: 1.9040 Epoch 9/10... Discriminator Loss: 0.9176... Generator Loss: 2.0531 Epoch 9/10... Discriminator Loss: 0.7928... Generator Loss: 1.4928 Epoch 9/10... Discriminator Loss: 1.3237... Generator Loss: 1.0867 Epoch 9/10... Discriminator Loss: 0.8183... Generator Loss: 2.0066
Epoch 9/10... Discriminator Loss: 1.6247... Generator Loss: 0.6411 Epoch 9/10... Discriminator Loss: 1.0258... Generator Loss: 1.3044 Epoch 9/10... Discriminator Loss: 0.9171... Generator Loss: 1.1261 Epoch 9/10... Discriminator Loss: 0.9643... Generator Loss: 1.1225 Epoch 9/10... Discriminator Loss: 0.7983... Generator Loss: 1.4715 Epoch 9/10... Discriminator Loss: 0.8338... Generator Loss: 1.3973 Epoch 9/10... Discriminator Loss: 0.8721... Generator Loss: 2.0477 Epoch 9/10... Discriminator Loss: 1.5699... Generator Loss: 1.5608 Epoch 9/10... Discriminator Loss: 1.1862... Generator Loss: 1.1240 Epoch 9/10... Discriminator Loss: 1.1465... Generator Loss: 1.6755
Epoch 9/10... Discriminator Loss: 0.9856... Generator Loss: 1.6767 Epoch 9/10... Discriminator Loss: 0.8801... Generator Loss: 1.9620 Epoch 9/10... Discriminator Loss: 0.8580... Generator Loss: 2.3197 Epoch 9/10... Discriminator Loss: 0.8853... Generator Loss: 1.1066 Epoch 9/10... Discriminator Loss: 1.1310... Generator Loss: 3.2304 Epoch 9/10... Discriminator Loss: 1.0671... Generator Loss: 1.1866 Epoch 9/10... Discriminator Loss: 0.8142... Generator Loss: 1.5087 Epoch 9/10... Discriminator Loss: 0.8175... Generator Loss: 1.4952 Epoch 9/10... Discriminator Loss: 1.0059... Generator Loss: 1.4051 Epoch 9/10... Discriminator Loss: 0.7729... Generator Loss: 2.5292
Epoch 9/10... Discriminator Loss: 0.8606... Generator Loss: 1.5601 Epoch 9/10... Discriminator Loss: 0.8663... Generator Loss: 1.3323 Epoch 9/10... Discriminator Loss: 0.9031... Generator Loss: 1.1952 Epoch 9/10... Discriminator Loss: 0.9272... Generator Loss: 1.0793 Epoch 9/10... Discriminator Loss: 0.8022... Generator Loss: 1.6370 Epoch 9/10... Discriminator Loss: 0.9978... Generator Loss: 1.8664 Epoch 9/10... Discriminator Loss: 0.7837... Generator Loss: 1.6527 Epoch 9/10... Discriminator Loss: 0.7629... Generator Loss: 2.0416 Epoch 9/10... Discriminator Loss: 0.9657... Generator Loss: 2.8102 Epoch 9/10... Discriminator Loss: 1.0725... Generator Loss: 1.2807
Epoch 9/10... Discriminator Loss: 0.7536... Generator Loss: 1.7297 Epoch 9/10... Discriminator Loss: 1.1446... Generator Loss: 1.5010 Epoch 9/10... Discriminator Loss: 1.0500... Generator Loss: 1.4890 Epoch 9/10... Discriminator Loss: 0.8656... Generator Loss: 1.3039 Epoch 9/10... Discriminator Loss: 0.7361... Generator Loss: 1.8340 Epoch 9/10... Discriminator Loss: 1.0200... Generator Loss: 0.9573 Epoch 10/10... Discriminator Loss: 0.8243... Generator Loss: 2.2876
Epoch 10/10... Discriminator Loss: 0.8303... Generator Loss: 1.8721 Epoch 10/10... Discriminator Loss: 0.8075... Generator Loss: 2.5579 Epoch 10/10... Discriminator Loss: 0.7460... Generator Loss: 1.7696 Epoch 10/10... Discriminator Loss: 1.1158... Generator Loss: 1.0311 Epoch 10/10... Discriminator Loss: 0.8054... Generator Loss: 1.6662 Epoch 10/10... Discriminator Loss: 0.9186... Generator Loss: 2.6832 Epoch 10/10... Discriminator Loss: 0.8604... Generator Loss: 1.2887 Epoch 10/10... Discriminator Loss: 0.7722... Generator Loss: 1.5022 Epoch 10/10... Discriminator Loss: 0.8924... Generator Loss: 1.1503 Epoch 10/10... Discriminator Loss: 1.0524... Generator Loss: 1.5580
Epoch 10/10... Discriminator Loss: 0.8329... Generator Loss: 1.3972 Epoch 10/10... Discriminator Loss: 0.8324... Generator Loss: 1.6738 Epoch 10/10... Discriminator Loss: 0.8012... Generator Loss: 1.6332 Epoch 10/10... Discriminator Loss: 0.9043... Generator Loss: 1.4285 Epoch 10/10... Discriminator Loss: 0.9158... Generator Loss: 1.8217 Epoch 10/10... Discriminator Loss: 1.0629... Generator Loss: 1.1190 Epoch 10/10... Discriminator Loss: 0.8851... Generator Loss: 1.9819 Epoch 10/10... Discriminator Loss: 0.8187... Generator Loss: 1.8997 Epoch 10/10... Discriminator Loss: 0.9210... Generator Loss: 1.2025 Epoch 10/10... Discriminator Loss: 1.0909... Generator Loss: 1.4540
Epoch 10/10... Discriminator Loss: 1.0049... Generator Loss: 1.2549 Epoch 10/10... Discriminator Loss: 1.0098... Generator Loss: 2.0016 Epoch 10/10... Discriminator Loss: 0.9570... Generator Loss: 1.6405 Epoch 10/10... Discriminator Loss: 0.7560... Generator Loss: 1.6210 Epoch 10/10... Discriminator Loss: 0.8338... Generator Loss: 1.3872 Epoch 10/10... Discriminator Loss: 0.9840... Generator Loss: 1.1329 Epoch 10/10... Discriminator Loss: 0.7875... Generator Loss: 1.4480 Epoch 10/10... Discriminator Loss: 0.7386... Generator Loss: 2.2199 Epoch 10/10... Discriminator Loss: 0.7443... Generator Loss: 1.4864 Epoch 10/10... Discriminator Loss: 0.6847... Generator Loss: 2.5078
Epoch 10/10... Discriminator Loss: 1.1705... Generator Loss: 0.8676 Epoch 10/10... Discriminator Loss: 0.9029... Generator Loss: 2.1444 Epoch 10/10... Discriminator Loss: 0.8244... Generator Loss: 1.6562 Epoch 10/10... Discriminator Loss: 0.7315... Generator Loss: 1.7981 Epoch 10/10... Discriminator Loss: 0.8740... Generator Loss: 1.2135 Epoch 10/10... Discriminator Loss: 0.8736... Generator Loss: 1.8957 Epoch 10/10... Discriminator Loss: 0.7559... Generator Loss: 2.2128 Epoch 10/10... Discriminator Loss: 0.7039... Generator Loss: 2.1159 Epoch 10/10... Discriminator Loss: 1.3919... Generator Loss: 1.2937 Epoch 10/10... Discriminator Loss: 1.2211... Generator Loss: 0.9540
Epoch 10/10... Discriminator Loss: 0.9693... Generator Loss: 1.6672 Epoch 10/10... Discriminator Loss: 1.1371... Generator Loss: 1.4783 Epoch 10/10... Discriminator Loss: 0.8289... Generator Loss: 1.8493 Epoch 10/10... Discriminator Loss: 0.8385... Generator Loss: 1.6241 Epoch 10/10... Discriminator Loss: 0.9852... Generator Loss: 2.5193 Epoch 10/10... Discriminator Loss: 0.7704... Generator Loss: 1.6089
Run your GANs on CelebA. It will take around 20 minutes on the average GPU to run one epoch. You can run the whole epoch or stop when it starts to generate realistic faces.
batch_size = 128
z_dim = 100
learning_rate = 0.0002
beta1 = 0.5
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 25
celeba_dataset = helper.Dataset('celeba', glob(os.path.join(data_dir, 'img_align_celeba/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, celeba_dataset.get_batches,
celeba_dataset.shape, celeba_dataset.image_mode)
Epoch 1/25... Discriminator Loss: 1.1657... Generator Loss: 3.9644
Epoch 1/25... Discriminator Loss: 1.3379... Generator Loss: 5.8474 Epoch 1/25... Discriminator Loss: 0.9990... Generator Loss: 5.9690 Epoch 1/25... Discriminator Loss: 0.8662... Generator Loss: 5.3855 Epoch 1/25... Discriminator Loss: 0.8937... Generator Loss: 6.3943 Epoch 1/25... Discriminator Loss: 0.6907... Generator Loss: 6.0905 Epoch 1/25... Discriminator Loss: 0.6348... Generator Loss: 4.8645 Epoch 1/25... Discriminator Loss: 0.5983... Generator Loss: 5.0067 Epoch 1/25... Discriminator Loss: 0.5875... Generator Loss: 5.6049 Epoch 1/25... Discriminator Loss: 0.6614... Generator Loss: 4.2201 Epoch 1/25... Discriminator Loss: 0.5630... Generator Loss: 3.7237
Epoch 1/25... Discriminator Loss: 0.6087... Generator Loss: 5.9108 Epoch 1/25... Discriminator Loss: 0.7466... Generator Loss: 3.7985 Epoch 1/25... Discriminator Loss: 0.6074... Generator Loss: 5.2280 Epoch 1/25... Discriminator Loss: 0.5287... Generator Loss: 3.5727 Epoch 1/25... Discriminator Loss: 0.6090... Generator Loss: 4.5823 Epoch 1/25... Discriminator Loss: 0.4399... Generator Loss: 4.4540 Epoch 1/25... Discriminator Loss: 0.5092... Generator Loss: 3.9270 Epoch 1/25... Discriminator Loss: 0.5779... Generator Loss: 3.2662 Epoch 1/25... Discriminator Loss: 1.0096... Generator Loss: 3.9561 Epoch 1/25... Discriminator Loss: 0.8797... Generator Loss: 2.6920
Epoch 1/25... Discriminator Loss: 0.8382... Generator Loss: 2.9870 Epoch 1/25... Discriminator Loss: 0.6978... Generator Loss: 3.4041 Epoch 1/25... Discriminator Loss: 0.7078... Generator Loss: 3.2332 Epoch 1/25... Discriminator Loss: 0.4810... Generator Loss: 2.5158 Epoch 1/25... Discriminator Loss: 0.6033... Generator Loss: 3.7952 Epoch 1/25... Discriminator Loss: 0.8902... Generator Loss: 3.3311 Epoch 1/25... Discriminator Loss: 0.6005... Generator Loss: 2.8194 Epoch 1/25... Discriminator Loss: 1.1136... Generator Loss: 1.8822 Epoch 1/25... Discriminator Loss: 0.6887... Generator Loss: 3.5238 Epoch 1/25... Discriminator Loss: 0.9347... Generator Loss: 4.6982
Epoch 1/25... Discriminator Loss: 0.6289... Generator Loss: 3.6589 Epoch 1/25... Discriminator Loss: 0.9483... Generator Loss: 2.1025 Epoch 1/25... Discriminator Loss: 0.5876... Generator Loss: 3.9831 Epoch 1/25... Discriminator Loss: 0.6342... Generator Loss: 3.4590 Epoch 1/25... Discriminator Loss: 0.7914... Generator Loss: 2.8683 Epoch 1/25... Discriminator Loss: 0.6169... Generator Loss: 2.8483 Epoch 1/25... Discriminator Loss: 0.7921... Generator Loss: 2.9679 Epoch 1/25... Discriminator Loss: 0.6775... Generator Loss: 2.8225 Epoch 1/25... Discriminator Loss: 0.8328... Generator Loss: 2.0033 Epoch 1/25... Discriminator Loss: 0.7892... Generator Loss: 4.2101
Epoch 1/25... Discriminator Loss: 0.6801... Generator Loss: 2.4697 Epoch 1/25... Discriminator Loss: 0.6898... Generator Loss: 3.7459 Epoch 1/25... Discriminator Loss: 0.6827... Generator Loss: 3.6549 Epoch 1/25... Discriminator Loss: 0.7508... Generator Loss: 2.9511 Epoch 1/25... Discriminator Loss: 0.5732... Generator Loss: 3.2171 Epoch 1/25... Discriminator Loss: 0.5607... Generator Loss: 2.8434 Epoch 1/25... Discriminator Loss: 0.6231... Generator Loss: 2.7395 Epoch 1/25... Discriminator Loss: 0.6230... Generator Loss: 2.9792 Epoch 1/25... Discriminator Loss: 0.7319... Generator Loss: 2.0625 Epoch 1/25... Discriminator Loss: 0.6311... Generator Loss: 2.9990
Epoch 1/25... Discriminator Loss: 0.7748... Generator Loss: 3.1531 Epoch 1/25... Discriminator Loss: 0.6380... Generator Loss: 2.7938 Epoch 1/25... Discriminator Loss: 0.6093... Generator Loss: 2.5181 Epoch 1/25... Discriminator Loss: 0.5846... Generator Loss: 3.1591 Epoch 1/25... Discriminator Loss: 0.7424... Generator Loss: 2.2398 Epoch 1/25... Discriminator Loss: 0.6974... Generator Loss: 2.0910 Epoch 1/25... Discriminator Loss: 0.6631... Generator Loss: 2.6702 Epoch 1/25... Discriminator Loss: 0.8715... Generator Loss: 2.2867 Epoch 1/25... Discriminator Loss: 0.8085... Generator Loss: 3.1749 Epoch 1/25... Discriminator Loss: 0.9240... Generator Loss: 2.8238
Epoch 1/25... Discriminator Loss: 0.9075... Generator Loss: 1.9672 Epoch 1/25... Discriminator Loss: 0.7653... Generator Loss: 2.2076 Epoch 1/25... Discriminator Loss: 0.8448... Generator Loss: 2.2607 Epoch 1/25... Discriminator Loss: 0.8433... Generator Loss: 2.3561 Epoch 1/25... Discriminator Loss: 0.8455... Generator Loss: 2.7030 Epoch 1/25... Discriminator Loss: 1.1675... Generator Loss: 2.6626 Epoch 1/25... Discriminator Loss: 0.9989... Generator Loss: 1.5260 Epoch 1/25... Discriminator Loss: 1.0289... Generator Loss: 2.8720 Epoch 1/25... Discriminator Loss: 1.2806... Generator Loss: 1.2496 Epoch 1/25... Discriminator Loss: 1.1828... Generator Loss: 2.9874
Epoch 1/25... Discriminator Loss: 1.2335... Generator Loss: 3.0176 Epoch 1/25... Discriminator Loss: 1.4544... Generator Loss: 1.6135 Epoch 1/25... Discriminator Loss: 0.7847... Generator Loss: 2.4236 Epoch 1/25... Discriminator Loss: 0.9625... Generator Loss: 2.3554 Epoch 1/25... Discriminator Loss: 1.2913... Generator Loss: 1.6392 Epoch 1/25... Discriminator Loss: 0.8497... Generator Loss: 2.6723 Epoch 1/25... Discriminator Loss: 0.8646... Generator Loss: 2.0204 Epoch 1/25... Discriminator Loss: 1.1694... Generator Loss: 1.7247 Epoch 1/25... Discriminator Loss: 1.5692... Generator Loss: 3.5271 Epoch 1/25... Discriminator Loss: 1.1369... Generator Loss: 2.1429
Epoch 1/25... Discriminator Loss: 1.1031... Generator Loss: 2.7247 Epoch 1/25... Discriminator Loss: 1.7312... Generator Loss: 0.9619 Epoch 1/25... Discriminator Loss: 0.9988... Generator Loss: 1.7202 Epoch 1/25... Discriminator Loss: 1.2003... Generator Loss: 2.0211 Epoch 1/25... Discriminator Loss: 1.4491... Generator Loss: 2.4762 Epoch 1/25... Discriminator Loss: 0.8599... Generator Loss: 2.0170 Epoch 1/25... Discriminator Loss: 0.7994... Generator Loss: 2.3288 Epoch 1/25... Discriminator Loss: 0.8040... Generator Loss: 2.2201 Epoch 1/25... Discriminator Loss: 0.9467... Generator Loss: 1.7643 Epoch 1/25... Discriminator Loss: 1.1424... Generator Loss: 3.2014
Epoch 1/25... Discriminator Loss: 0.9438... Generator Loss: 1.1653 Epoch 1/25... Discriminator Loss: 0.8648... Generator Loss: 2.1236 Epoch 1/25... Discriminator Loss: 1.4726... Generator Loss: 4.3035 Epoch 1/25... Discriminator Loss: 0.8603... Generator Loss: 2.7187 Epoch 1/25... Discriminator Loss: 0.7430... Generator Loss: 2.1782 Epoch 1/25... Discriminator Loss: 0.9736... Generator Loss: 2.3224 Epoch 1/25... Discriminator Loss: 0.8954... Generator Loss: 2.2734 Epoch 1/25... Discriminator Loss: 0.7193... Generator Loss: 2.9433 Epoch 1/25... Discriminator Loss: 0.9779... Generator Loss: 1.8934 Epoch 1/25... Discriminator Loss: 0.8008... Generator Loss: 2.0198
Epoch 1/25... Discriminator Loss: 0.9344... Generator Loss: 3.6984 Epoch 1/25... Discriminator Loss: 0.8587... Generator Loss: 2.9168 Epoch 1/25... Discriminator Loss: 1.0043... Generator Loss: 2.3863 Epoch 1/25... Discriminator Loss: 0.8806... Generator Loss: 2.5324 Epoch 1/25... Discriminator Loss: 0.9315... Generator Loss: 1.8635 Epoch 1/25... Discriminator Loss: 0.6956... Generator Loss: 2.7271 Epoch 1/25... Discriminator Loss: 0.8873... Generator Loss: 2.1201 Epoch 1/25... Discriminator Loss: 0.6642... Generator Loss: 2.4326 Epoch 1/25... Discriminator Loss: 1.0780... Generator Loss: 2.8488 Epoch 1/25... Discriminator Loss: 0.7621... Generator Loss: 2.2610
Epoch 1/25... Discriminator Loss: 0.8301... Generator Loss: 3.4518 Epoch 1/25... Discriminator Loss: 0.8791... Generator Loss: 2.1215 Epoch 1/25... Discriminator Loss: 0.6423... Generator Loss: 2.0387 Epoch 1/25... Discriminator Loss: 1.0687... Generator Loss: 2.5391 Epoch 1/25... Discriminator Loss: 0.8114... Generator Loss: 2.6757 Epoch 1/25... Discriminator Loss: 0.8752... Generator Loss: 3.1048 Epoch 1/25... Discriminator Loss: 0.9303... Generator Loss: 1.5353 Epoch 1/25... Discriminator Loss: 0.9845... Generator Loss: 2.5444 Epoch 1/25... Discriminator Loss: 0.9014... Generator Loss: 2.4564 Epoch 1/25... Discriminator Loss: 0.7910... Generator Loss: 1.7555
Epoch 1/25... Discriminator Loss: 0.9109... Generator Loss: 1.7948 Epoch 1/25... Discriminator Loss: 0.7320... Generator Loss: 2.8570 Epoch 1/25... Discriminator Loss: 0.8243... Generator Loss: 2.0643 Epoch 1/25... Discriminator Loss: 0.8896... Generator Loss: 2.3026 Epoch 1/25... Discriminator Loss: 1.0995... Generator Loss: 2.8065 Epoch 1/25... Discriminator Loss: 0.8190... Generator Loss: 1.7650 Epoch 1/25... Discriminator Loss: 0.9157... Generator Loss: 2.1996 Epoch 1/25... Discriminator Loss: 0.7730... Generator Loss: 1.7084 Epoch 1/25... Discriminator Loss: 1.2109... Generator Loss: 1.3318 Epoch 1/25... Discriminator Loss: 1.0386... Generator Loss: 1.4017
Epoch 1/25... Discriminator Loss: 0.9950... Generator Loss: 1.3625 Epoch 1/25... Discriminator Loss: 0.6993... Generator Loss: 2.6599 Epoch 1/25... Discriminator Loss: 0.9679... Generator Loss: 2.3172 Epoch 1/25... Discriminator Loss: 1.0018... Generator Loss: 2.7157 Epoch 1/25... Discriminator Loss: 1.2110... Generator Loss: 4.0163 Epoch 1/25... Discriminator Loss: 1.2358... Generator Loss: 2.7610 Epoch 1/25... Discriminator Loss: 0.7305... Generator Loss: 2.5342 Epoch 1/25... Discriminator Loss: 0.7172... Generator Loss: 2.5419 Epoch 1/25... Discriminator Loss: 0.8363... Generator Loss: 1.7600 Epoch 1/25... Discriminator Loss: 0.8372... Generator Loss: 1.8295
Epoch 1/25... Discriminator Loss: 1.0673... Generator Loss: 1.6542 Epoch 1/25... Discriminator Loss: 1.3260... Generator Loss: 1.1050 Epoch 1/25... Discriminator Loss: 0.9213... Generator Loss: 2.0912 Epoch 1/25... Discriminator Loss: 1.1264... Generator Loss: 2.0264 Epoch 1/25... Discriminator Loss: 0.9234... Generator Loss: 3.7317 Epoch 1/25... Discriminator Loss: 0.6101... Generator Loss: 2.4851 Epoch 1/25... Discriminator Loss: 0.6770... Generator Loss: 2.2571 Epoch 1/25... Discriminator Loss: 0.9147... Generator Loss: 2.2104 Epoch 1/25... Discriminator Loss: 0.8959... Generator Loss: 2.4715 Epoch 1/25... Discriminator Loss: 1.0748... Generator Loss: 3.3371
Epoch 1/25... Discriminator Loss: 1.6753... Generator Loss: 1.2316 Epoch 1/25... Discriminator Loss: 0.8286... Generator Loss: 1.8435 Epoch 1/25... Discriminator Loss: 0.7813... Generator Loss: 2.6066 Epoch 1/25... Discriminator Loss: 1.0180... Generator Loss: 3.4308 Epoch 1/25... Discriminator Loss: 0.9648... Generator Loss: 3.5225 Epoch 1/25... Discriminator Loss: 0.9637... Generator Loss: 1.7162 Epoch 1/25... Discriminator Loss: 1.2086... Generator Loss: 1.6269 Epoch 1/25... Discriminator Loss: 1.0525... Generator Loss: 1.7622 Epoch 2/25... Discriminator Loss: 1.1000... Generator Loss: 1.3260
Epoch 2/25... Discriminator Loss: 0.7500... Generator Loss: 2.1348 Epoch 2/25... Discriminator Loss: 1.0810... Generator Loss: 1.1598 Epoch 2/25... Discriminator Loss: 0.9108... Generator Loss: 1.6086 Epoch 2/25... Discriminator Loss: 0.7230... Generator Loss: 2.1078 Epoch 2/25... Discriminator Loss: 0.8410... Generator Loss: 2.9156 Epoch 2/25... Discriminator Loss: 1.1103... Generator Loss: 1.3101 Epoch 2/25... Discriminator Loss: 0.8351... Generator Loss: 2.1989 Epoch 2/25... Discriminator Loss: 0.7392... Generator Loss: 1.9773 Epoch 2/25... Discriminator Loss: 1.1300... Generator Loss: 3.9259 Epoch 2/25... Discriminator Loss: 1.0637... Generator Loss: 2.8011
Epoch 2/25... Discriminator Loss: 0.8638... Generator Loss: 2.3240 Epoch 2/25... Discriminator Loss: 0.9794... Generator Loss: 1.3074 Epoch 2/25... Discriminator Loss: 0.9315... Generator Loss: 2.0466 Epoch 2/25... Discriminator Loss: 0.8731... Generator Loss: 1.6530 Epoch 2/25... Discriminator Loss: 0.8234... Generator Loss: 2.4523 Epoch 2/25... Discriminator Loss: 1.0384... Generator Loss: 1.9007 Epoch 2/25... Discriminator Loss: 0.7039... Generator Loss: 1.8869 Epoch 2/25... Discriminator Loss: 0.7062... Generator Loss: 2.2016 Epoch 2/25... Discriminator Loss: 0.7385... Generator Loss: 2.6104 Epoch 2/25... Discriminator Loss: 0.9181... Generator Loss: 2.2550
Epoch 2/25... Discriminator Loss: 0.8845... Generator Loss: 2.7088 Epoch 2/25... Discriminator Loss: 1.1287... Generator Loss: 3.4799 Epoch 2/25... Discriminator Loss: 2.0001... Generator Loss: 4.7624 Epoch 2/25... Discriminator Loss: 0.9481... Generator Loss: 1.7651 Epoch 2/25... Discriminator Loss: 1.0783... Generator Loss: 1.4830 Epoch 2/25... Discriminator Loss: 1.1645... Generator Loss: 1.3533 Epoch 2/25... Discriminator Loss: 0.7837... Generator Loss: 1.6256 Epoch 2/25... Discriminator Loss: 0.7366... Generator Loss: 1.8587 Epoch 2/25... Discriminator Loss: 1.1568... Generator Loss: 2.7162 Epoch 2/25... Discriminator Loss: 0.8128... Generator Loss: 2.1852
Epoch 2/25... Discriminator Loss: 0.8662... Generator Loss: 3.0212 Epoch 2/25... Discriminator Loss: 0.8441... Generator Loss: 1.4782 Epoch 2/25... Discriminator Loss: 0.9804... Generator Loss: 2.2429 Epoch 2/25... Discriminator Loss: 1.1125... Generator Loss: 1.9362 Epoch 2/25... Discriminator Loss: 1.0275... Generator Loss: 3.1507 Epoch 2/25... Discriminator Loss: 1.2968... Generator Loss: 3.6426 Epoch 2/25... Discriminator Loss: 1.0344... Generator Loss: 2.9876 Epoch 2/25... Discriminator Loss: 0.9434... Generator Loss: 3.2253 Epoch 2/25... Discriminator Loss: 0.6613... Generator Loss: 1.9010 Epoch 2/25... Discriminator Loss: 0.7759... Generator Loss: 1.9947
Epoch 2/25... Discriminator Loss: 1.2159... Generator Loss: 1.4846 Epoch 2/25... Discriminator Loss: 1.1908... Generator Loss: 3.2653 Epoch 2/25... Discriminator Loss: 1.1294... Generator Loss: 1.2397 Epoch 2/25... Discriminator Loss: 0.9523... Generator Loss: 2.0475 Epoch 2/25... Discriminator Loss: 1.2338... Generator Loss: 3.1332 Epoch 2/25... Discriminator Loss: 0.8216... Generator Loss: 2.3952 Epoch 2/25... Discriminator Loss: 1.0522... Generator Loss: 2.5021 Epoch 2/25... Discriminator Loss: 1.0881... Generator Loss: 1.7039 Epoch 2/25... Discriminator Loss: 1.0403... Generator Loss: 2.6950 Epoch 2/25... Discriminator Loss: 0.6958... Generator Loss: 1.9374
Epoch 2/25... Discriminator Loss: 0.6804... Generator Loss: 2.0172 Epoch 2/25... Discriminator Loss: 0.9632... Generator Loss: 1.8381 Epoch 2/25... Discriminator Loss: 0.7697... Generator Loss: 2.2476 Epoch 2/25... Discriminator Loss: 0.8350... Generator Loss: 2.1079 Epoch 2/25... Discriminator Loss: 1.1132... Generator Loss: 3.2600 Epoch 2/25... Discriminator Loss: 0.6383... Generator Loss: 2.3722 Epoch 2/25... Discriminator Loss: 0.6284... Generator Loss: 2.2288 Epoch 2/25... Discriminator Loss: 0.7524... Generator Loss: 2.9721 Epoch 2/25... Discriminator Loss: 1.5229... Generator Loss: 1.1548 Epoch 2/25... Discriminator Loss: 0.9419... Generator Loss: 2.7466
Epoch 2/25... Discriminator Loss: 0.7055... Generator Loss: 2.5092 Epoch 2/25... Discriminator Loss: 0.8389... Generator Loss: 3.0165 Epoch 2/25... Discriminator Loss: 0.6836... Generator Loss: 2.0756 Epoch 2/25... Discriminator Loss: 1.0084... Generator Loss: 1.7391 Epoch 2/25... Discriminator Loss: 0.8066... Generator Loss: 1.6466 Epoch 2/25... Discriminator Loss: 0.8703... Generator Loss: 1.6372 Epoch 2/25... Discriminator Loss: 0.6893... Generator Loss: 2.3250 Epoch 2/25... Discriminator Loss: 1.2952... Generator Loss: 3.0933 Epoch 2/25... Discriminator Loss: 1.8694... Generator Loss: 0.9457 Epoch 2/25... Discriminator Loss: 0.9916... Generator Loss: 1.8927
Epoch 2/25... Discriminator Loss: 0.9773... Generator Loss: 2.1452 Epoch 2/25... Discriminator Loss: 1.8686... Generator Loss: 4.0397 Epoch 2/25... Discriminator Loss: 1.0440... Generator Loss: 1.7525 Epoch 2/25... Discriminator Loss: 0.9701... Generator Loss: 2.3836 Epoch 2/25... Discriminator Loss: 1.1930... Generator Loss: 2.8333 Epoch 2/25... Discriminator Loss: 0.7639... Generator Loss: 1.8327 Epoch 2/25... Discriminator Loss: 1.3625... Generator Loss: 4.6976 Epoch 2/25... Discriminator Loss: 0.8200... Generator Loss: 2.0296 Epoch 2/25... Discriminator Loss: 0.9909... Generator Loss: 2.3053 Epoch 2/25... Discriminator Loss: 0.9808... Generator Loss: 3.1015
Epoch 2/25... Discriminator Loss: 0.6959... Generator Loss: 2.0586 Epoch 2/25... Discriminator Loss: 1.1601... Generator Loss: 1.7635 Epoch 2/25... Discriminator Loss: 1.4396... Generator Loss: 0.9063 Epoch 2/25... Discriminator Loss: 0.7085... Generator Loss: 2.1489 Epoch 2/25... Discriminator Loss: 1.1514... Generator Loss: 0.9691 Epoch 2/25... Discriminator Loss: 0.7822... Generator Loss: 2.0265 Epoch 2/25... Discriminator Loss: 0.7247... Generator Loss: 2.3916 Epoch 2/25... Discriminator Loss: 1.4417... Generator Loss: 1.0760 Epoch 2/25... Discriminator Loss: 1.2803... Generator Loss: 1.3747 Epoch 2/25... Discriminator Loss: 0.8327... Generator Loss: 1.7119
Epoch 2/25... Discriminator Loss: 1.1586... Generator Loss: 1.1926 Epoch 2/25... Discriminator Loss: 0.9481... Generator Loss: 3.1447 Epoch 2/25... Discriminator Loss: 1.1221... Generator Loss: 2.6425 Epoch 2/25... Discriminator Loss: 0.6844... Generator Loss: 2.0943 Epoch 2/25... Discriminator Loss: 1.0213... Generator Loss: 2.3468 Epoch 2/25... Discriminator Loss: 1.0876... Generator Loss: 2.1018 Epoch 2/25... Discriminator Loss: 0.7288... Generator Loss: 1.9029 Epoch 2/25... Discriminator Loss: 1.1893... Generator Loss: 3.6859 Epoch 2/25... Discriminator Loss: 1.0973... Generator Loss: 1.3678 Epoch 2/25... Discriminator Loss: 1.0434... Generator Loss: 2.5550
Epoch 2/25... Discriminator Loss: 1.0157... Generator Loss: 3.2667 Epoch 2/25... Discriminator Loss: 1.1995... Generator Loss: 2.2677 Epoch 2/25... Discriminator Loss: 1.0517... Generator Loss: 1.9734 Epoch 2/25... Discriminator Loss: 0.7902... Generator Loss: 2.0144 Epoch 2/25... Discriminator Loss: 1.0183... Generator Loss: 2.9232 Epoch 2/25... Discriminator Loss: 0.8266... Generator Loss: 2.1182 Epoch 2/25... Discriminator Loss: 0.8649... Generator Loss: 2.8715 Epoch 2/25... Discriminator Loss: 1.2404... Generator Loss: 2.1818 Epoch 2/25... Discriminator Loss: 1.0296... Generator Loss: 1.6496 Epoch 2/25... Discriminator Loss: 0.9920... Generator Loss: 1.7216
Epoch 2/25... Discriminator Loss: 0.6767... Generator Loss: 2.2151 Epoch 2/25... Discriminator Loss: 0.7131... Generator Loss: 2.0207 Epoch 2/25... Discriminator Loss: 0.9986... Generator Loss: 2.4926 Epoch 2/25... Discriminator Loss: 0.9684... Generator Loss: 1.8581 Epoch 2/25... Discriminator Loss: 0.7067... Generator Loss: 2.2777 Epoch 2/25... Discriminator Loss: 0.9548... Generator Loss: 1.9082 Epoch 2/25... Discriminator Loss: 1.2572... Generator Loss: 1.1542 Epoch 2/25... Discriminator Loss: 1.2658... Generator Loss: 2.5906 Epoch 2/25... Discriminator Loss: 0.9587... Generator Loss: 2.2011 Epoch 2/25... Discriminator Loss: 0.7596... Generator Loss: 2.1198
Epoch 2/25... Discriminator Loss: 1.0278... Generator Loss: 3.2078 Epoch 2/25... Discriminator Loss: 0.8393... Generator Loss: 1.4481 Epoch 2/25... Discriminator Loss: 0.9175... Generator Loss: 2.0434 Epoch 2/25... Discriminator Loss: 1.0126... Generator Loss: 1.7122 Epoch 2/25... Discriminator Loss: 2.4091... Generator Loss: 0.6580 Epoch 2/25... Discriminator Loss: 1.2211... Generator Loss: 1.9845 Epoch 2/25... Discriminator Loss: 0.9872... Generator Loss: 1.8958 Epoch 2/25... Discriminator Loss: 0.9285... Generator Loss: 1.4030 Epoch 2/25... Discriminator Loss: 0.8488... Generator Loss: 1.7690 Epoch 2/25... Discriminator Loss: 0.8943... Generator Loss: 3.1446
Epoch 2/25... Discriminator Loss: 0.9256... Generator Loss: 2.3586 Epoch 2/25... Discriminator Loss: 1.6889... Generator Loss: 1.2985 Epoch 2/25... Discriminator Loss: 0.8668... Generator Loss: 1.8634 Epoch 2/25... Discriminator Loss: 1.2389... Generator Loss: 1.1266 Epoch 2/25... Discriminator Loss: 0.8033... Generator Loss: 1.5861 Epoch 2/25... Discriminator Loss: 0.9555... Generator Loss: 1.6556 Epoch 2/25... Discriminator Loss: 0.7179... Generator Loss: 2.2372 Epoch 2/25... Discriminator Loss: 0.8742... Generator Loss: 2.2842 Epoch 2/25... Discriminator Loss: 1.2046... Generator Loss: 2.8435 Epoch 2/25... Discriminator Loss: 1.2492... Generator Loss: 1.3676
Epoch 2/25... Discriminator Loss: 1.5017... Generator Loss: 1.1920 Epoch 2/25... Discriminator Loss: 1.0628... Generator Loss: 1.3782 Epoch 2/25... Discriminator Loss: 1.0579... Generator Loss: 2.2644 Epoch 2/25... Discriminator Loss: 1.0891... Generator Loss: 2.9143 Epoch 2/25... Discriminator Loss: 0.9823... Generator Loss: 1.3475 Epoch 2/25... Discriminator Loss: 0.7959... Generator Loss: 1.9650 Epoch 2/25... Discriminator Loss: 0.8398... Generator Loss: 1.9326 Epoch 2/25... Discriminator Loss: 1.6121... Generator Loss: 1.2104 Epoch 2/25... Discriminator Loss: 0.7437... Generator Loss: 1.8229 Epoch 2/25... Discriminator Loss: 1.0143... Generator Loss: 1.9652
Epoch 2/25... Discriminator Loss: 0.8027... Generator Loss: 1.9943 Epoch 2/25... Discriminator Loss: 1.0092... Generator Loss: 1.8897 Epoch 2/25... Discriminator Loss: 1.0912... Generator Loss: 3.2312 Epoch 2/25... Discriminator Loss: 0.9911... Generator Loss: 2.0063 Epoch 2/25... Discriminator Loss: 1.1863... Generator Loss: 0.7123 Epoch 2/25... Discriminator Loss: 1.0265... Generator Loss: 1.7068 Epoch 2/25... Discriminator Loss: 0.7625... Generator Loss: 2.1291 Epoch 2/25... Discriminator Loss: 1.2912... Generator Loss: 3.6236 Epoch 3/25... Discriminator Loss: 1.4103... Generator Loss: 3.5465
Epoch 3/25... Discriminator Loss: 1.0330... Generator Loss: 2.2108 Epoch 3/25... Discriminator Loss: 0.8983... Generator Loss: 1.8241 Epoch 3/25... Discriminator Loss: 0.8067... Generator Loss: 2.5302 Epoch 3/25... Discriminator Loss: 0.6972... Generator Loss: 2.3054 Epoch 3/25... Discriminator Loss: 1.0913... Generator Loss: 1.9359 Epoch 3/25... Discriminator Loss: 0.9107... Generator Loss: 1.9501 Epoch 3/25... Discriminator Loss: 0.9436... Generator Loss: 2.6335 Epoch 3/25... Discriminator Loss: 0.7741... Generator Loss: 2.1836 Epoch 3/25... Discriminator Loss: 0.9712... Generator Loss: 0.9750 Epoch 3/25... Discriminator Loss: 0.8416... Generator Loss: 2.0991
Epoch 3/25... Discriminator Loss: 0.8655... Generator Loss: 1.9372 Epoch 3/25... Discriminator Loss: 0.8671... Generator Loss: 1.7238 Epoch 3/25... Discriminator Loss: 1.2514... Generator Loss: 3.5493 Epoch 3/25... Discriminator Loss: 0.9687... Generator Loss: 1.7266 Epoch 3/25... Discriminator Loss: 0.9750... Generator Loss: 1.4701 Epoch 3/25... Discriminator Loss: 1.4658... Generator Loss: 2.8709 Epoch 3/25... Discriminator Loss: 1.1639... Generator Loss: 2.8999 Epoch 3/25... Discriminator Loss: 0.9900... Generator Loss: 1.8278 Epoch 3/25... Discriminator Loss: 0.8739... Generator Loss: 1.7611 Epoch 3/25... Discriminator Loss: 0.8486... Generator Loss: 1.8689
Epoch 3/25... Discriminator Loss: 0.7859... Generator Loss: 1.7709 Epoch 3/25... Discriminator Loss: 1.0778... Generator Loss: 2.4954 Epoch 3/25... Discriminator Loss: 1.0213... Generator Loss: 1.8100 Epoch 3/25... Discriminator Loss: 0.8037... Generator Loss: 2.5237 Epoch 3/25... Discriminator Loss: 0.7793... Generator Loss: 2.1889 Epoch 3/25... Discriminator Loss: 0.9813... Generator Loss: 2.2729 Epoch 3/25... Discriminator Loss: 0.9056... Generator Loss: 1.9821 Epoch 3/25... Discriminator Loss: 1.0565... Generator Loss: 1.8000 Epoch 3/25... Discriminator Loss: 0.7963... Generator Loss: 2.7360 Epoch 3/25... Discriminator Loss: 1.5979... Generator Loss: 1.6719
Epoch 3/25... Discriminator Loss: 0.9172... Generator Loss: 1.8366 Epoch 3/25... Discriminator Loss: 1.0542... Generator Loss: 2.4210 Epoch 3/25... Discriminator Loss: 0.9957... Generator Loss: 1.4725 Epoch 3/25... Discriminator Loss: 1.2224... Generator Loss: 2.1598 Epoch 3/25... Discriminator Loss: 0.8899... Generator Loss: 1.5621 Epoch 3/25... Discriminator Loss: 0.7768... Generator Loss: 2.9073 Epoch 3/25... Discriminator Loss: 2.4452... Generator Loss: 0.8082 Epoch 3/25... Discriminator Loss: 1.1088... Generator Loss: 1.6130 Epoch 3/25... Discriminator Loss: 0.8887... Generator Loss: 1.9287 Epoch 3/25... Discriminator Loss: 1.3963... Generator Loss: 1.2919
Epoch 3/25... Discriminator Loss: 0.8376... Generator Loss: 1.8831 Epoch 3/25... Discriminator Loss: 1.0242... Generator Loss: 2.1095 Epoch 3/25... Discriminator Loss: 0.8583... Generator Loss: 1.8431 Epoch 3/25... Discriminator Loss: 0.9690... Generator Loss: 1.5427 Epoch 3/25... Discriminator Loss: 1.2528... Generator Loss: 2.8783 Epoch 3/25... Discriminator Loss: 1.0371... Generator Loss: 1.7309 Epoch 3/25... Discriminator Loss: 0.9561... Generator Loss: 1.8486 Epoch 3/25... Discriminator Loss: 0.7969... Generator Loss: 2.2901 Epoch 3/25... Discriminator Loss: 1.0081... Generator Loss: 2.0488 Epoch 3/25... Discriminator Loss: 1.0182... Generator Loss: 2.9152
Epoch 3/25... Discriminator Loss: 0.9460... Generator Loss: 1.4315 Epoch 3/25... Discriminator Loss: 0.9982... Generator Loss: 1.4994 Epoch 3/25... Discriminator Loss: 0.6587... Generator Loss: 2.3261 Epoch 3/25... Discriminator Loss: 0.8866... Generator Loss: 2.4706 Epoch 3/25... Discriminator Loss: 1.9885... Generator Loss: 3.9577 Epoch 3/25... Discriminator Loss: 1.5712... Generator Loss: 3.9795 Epoch 3/25... Discriminator Loss: 0.9979... Generator Loss: 1.8453 Epoch 3/25... Discriminator Loss: 1.0594... Generator Loss: 2.0652 Epoch 3/25... Discriminator Loss: 1.1064... Generator Loss: 2.7806 Epoch 3/25... Discriminator Loss: 1.0018... Generator Loss: 2.5561
Epoch 3/25... Discriminator Loss: 1.0158... Generator Loss: 2.7477 Epoch 3/25... Discriminator Loss: 1.2442... Generator Loss: 3.2423 Epoch 3/25... Discriminator Loss: 0.8359... Generator Loss: 1.9091 Epoch 3/25... Discriminator Loss: 0.8089... Generator Loss: 2.5059 Epoch 3/25... Discriminator Loss: 1.0026... Generator Loss: 2.5147 Epoch 3/25... Discriminator Loss: 1.1835... Generator Loss: 1.3236 Epoch 3/25... Discriminator Loss: 0.9319... Generator Loss: 1.7899 Epoch 3/25... Discriminator Loss: 0.7075... Generator Loss: 2.0954 Epoch 3/25... Discriminator Loss: 0.8794... Generator Loss: 1.6113 Epoch 3/25... Discriminator Loss: 1.3592... Generator Loss: 2.9285
Epoch 3/25... Discriminator Loss: 0.7183... Generator Loss: 1.8380 Epoch 3/25... Discriminator Loss: 0.9273... Generator Loss: 2.5164 Epoch 3/25... Discriminator Loss: 1.0669... Generator Loss: 1.3155 Epoch 3/25... Discriminator Loss: 0.8415... Generator Loss: 1.5301 Epoch 3/25... Discriminator Loss: 1.1541... Generator Loss: 2.5788 Epoch 3/25... Discriminator Loss: 0.8249... Generator Loss: 1.9194 Epoch 3/25... Discriminator Loss: 0.8874... Generator Loss: 1.5584 Epoch 3/25... Discriminator Loss: 1.0660... Generator Loss: 2.1335 Epoch 3/25... Discriminator Loss: 0.9779... Generator Loss: 2.3454 Epoch 3/25... Discriminator Loss: 1.0260... Generator Loss: 1.6735
Epoch 3/25... Discriminator Loss: 0.8883... Generator Loss: 1.8992 Epoch 3/25... Discriminator Loss: 0.9758... Generator Loss: 1.7715 Epoch 3/25... Discriminator Loss: 1.0726... Generator Loss: 1.3658 Epoch 3/25... Discriminator Loss: 0.8966... Generator Loss: 1.8713 Epoch 3/25... Discriminator Loss: 0.8731... Generator Loss: 2.0641 Epoch 3/25... Discriminator Loss: 0.8188... Generator Loss: 2.2691 Epoch 3/25... Discriminator Loss: 1.0784... Generator Loss: 2.7901 Epoch 3/25... Discriminator Loss: 0.8408... Generator Loss: 2.4725 Epoch 3/25... Discriminator Loss: 0.9159... Generator Loss: 1.7598 Epoch 3/25... Discriminator Loss: 0.9177... Generator Loss: 2.3460
Epoch 3/25... Discriminator Loss: 0.7723... Generator Loss: 1.9377 Epoch 3/25... Discriminator Loss: 0.6796... Generator Loss: 2.5239 Epoch 3/25... Discriminator Loss: 1.0504... Generator Loss: 1.3172 Epoch 3/25... Discriminator Loss: 1.1474... Generator Loss: 2.5284 Epoch 3/25... Discriminator Loss: 1.1620... Generator Loss: 2.5337 Epoch 3/25... Discriminator Loss: 1.0180... Generator Loss: 2.1979 Epoch 3/25... Discriminator Loss: 0.8618... Generator Loss: 1.5196 Epoch 3/25... Discriminator Loss: 0.9159... Generator Loss: 1.9630 Epoch 3/25... Discriminator Loss: 0.9012... Generator Loss: 1.8822 Epoch 3/25... Discriminator Loss: 0.9203... Generator Loss: 2.0055
Epoch 3/25... Discriminator Loss: 0.7016... Generator Loss: 2.1526 Epoch 3/25... Discriminator Loss: 0.8239... Generator Loss: 1.9120 Epoch 3/25... Discriminator Loss: 1.0042... Generator Loss: 1.6065 Epoch 3/25... Discriminator Loss: 1.0801... Generator Loss: 2.0383 Epoch 3/25... Discriminator Loss: 1.1698... Generator Loss: 2.7091 Epoch 3/25... Discriminator Loss: 0.9305... Generator Loss: 2.6816 Epoch 3/25... Discriminator Loss: 0.7513... Generator Loss: 1.9406 Epoch 3/25... Discriminator Loss: 0.7845... Generator Loss: 1.9692 Epoch 3/25... Discriminator Loss: 0.9712... Generator Loss: 1.5708 Epoch 3/25... Discriminator Loss: 1.1545... Generator Loss: 1.7483
Epoch 3/25... Discriminator Loss: 0.9516... Generator Loss: 2.4873 Epoch 3/25... Discriminator Loss: 0.8622... Generator Loss: 1.6898 Epoch 3/25... Discriminator Loss: 0.7645... Generator Loss: 2.3186 Epoch 3/25... Discriminator Loss: 1.0152... Generator Loss: 1.0935 Epoch 3/25... Discriminator Loss: 1.3183... Generator Loss: 2.9478 Epoch 3/25... Discriminator Loss: 0.9052... Generator Loss: 1.9153 Epoch 3/25... Discriminator Loss: 0.9580... Generator Loss: 1.5180 Epoch 3/25... Discriminator Loss: 0.8888... Generator Loss: 1.4656 Epoch 3/25... Discriminator Loss: 0.9839... Generator Loss: 2.0587 Epoch 3/25... Discriminator Loss: 0.7291... Generator Loss: 1.9025
Epoch 3/25... Discriminator Loss: 1.4451... Generator Loss: 1.1533 Epoch 3/25... Discriminator Loss: 2.0005... Generator Loss: 0.4199 Epoch 3/25... Discriminator Loss: 1.1419... Generator Loss: 1.3861 Epoch 3/25... Discriminator Loss: 1.0839... Generator Loss: 2.2399 Epoch 3/25... Discriminator Loss: 0.6897... Generator Loss: 2.3977 Epoch 3/25... Discriminator Loss: 0.8026... Generator Loss: 1.6577 Epoch 3/25... Discriminator Loss: 0.9760... Generator Loss: 1.9363 Epoch 3/25... Discriminator Loss: 1.1413... Generator Loss: 1.4599 Epoch 3/25... Discriminator Loss: 0.9835... Generator Loss: 1.6450 Epoch 3/25... Discriminator Loss: 0.8889... Generator Loss: 1.9773
Epoch 3/25... Discriminator Loss: 0.8866... Generator Loss: 1.6675 Epoch 3/25... Discriminator Loss: 0.8128... Generator Loss: 1.5682 Epoch 3/25... Discriminator Loss: 1.2018... Generator Loss: 2.1037 Epoch 3/25... Discriminator Loss: 1.1131... Generator Loss: 1.5375 Epoch 3/25... Discriminator Loss: 0.7624... Generator Loss: 2.4037 Epoch 3/25... Discriminator Loss: 1.0073... Generator Loss: 1.5354 Epoch 3/25... Discriminator Loss: 1.0153... Generator Loss: 2.6294 Epoch 3/25... Discriminator Loss: 1.0922... Generator Loss: 2.0322 Epoch 3/25... Discriminator Loss: 1.1206... Generator Loss: 2.8557 Epoch 3/25... Discriminator Loss: 1.4856... Generator Loss: 0.9352
Epoch 3/25... Discriminator Loss: 1.2192... Generator Loss: 1.5427 Epoch 3/25... Discriminator Loss: 1.1019... Generator Loss: 1.0929 Epoch 3/25... Discriminator Loss: 0.9806... Generator Loss: 1.6495 Epoch 3/25... Discriminator Loss: 1.0982... Generator Loss: 1.6477 Epoch 3/25... Discriminator Loss: 1.2584... Generator Loss: 2.9619 Epoch 3/25... Discriminator Loss: 0.9311... Generator Loss: 1.5353 Epoch 3/25... Discriminator Loss: 1.0005... Generator Loss: 1.5867 Epoch 3/25... Discriminator Loss: 1.2557... Generator Loss: 0.9754 Epoch 3/25... Discriminator Loss: 1.0112... Generator Loss: 2.1430 Epoch 3/25... Discriminator Loss: 0.7687... Generator Loss: 2.3249
Epoch 3/25... Discriminator Loss: 1.3396... Generator Loss: 2.8859 Epoch 3/25... Discriminator Loss: 0.8328... Generator Loss: 2.1810 Epoch 3/25... Discriminator Loss: 0.9354... Generator Loss: 1.5942 Epoch 3/25... Discriminator Loss: 1.5398... Generator Loss: 3.6378 Epoch 3/25... Discriminator Loss: 0.9869... Generator Loss: 1.9535 Epoch 3/25... Discriminator Loss: 0.9184... Generator Loss: 2.0976 Epoch 3/25... Discriminator Loss: 1.0241... Generator Loss: 1.6784 Epoch 3/25... Discriminator Loss: 0.8957... Generator Loss: 2.0023 Epoch 4/25... Discriminator Loss: 0.9409... Generator Loss: 2.3803
Epoch 4/25... Discriminator Loss: 1.1469... Generator Loss: 1.5609 Epoch 4/25... Discriminator Loss: 0.9205... Generator Loss: 2.4331 Epoch 4/25... Discriminator Loss: 1.0042... Generator Loss: 1.4258 Epoch 4/25... Discriminator Loss: 1.1313... Generator Loss: 2.4156 Epoch 4/25... Discriminator Loss: 1.1994... Generator Loss: 1.7790 Epoch 4/25... Discriminator Loss: 1.0031... Generator Loss: 2.2671 Epoch 4/25... Discriminator Loss: 0.8308... Generator Loss: 1.7626 Epoch 4/25... Discriminator Loss: 0.8557... Generator Loss: 1.7827 Epoch 4/25... Discriminator Loss: 1.6520... Generator Loss: 1.2425 Epoch 4/25... Discriminator Loss: 0.8968... Generator Loss: 2.1671
Epoch 4/25... Discriminator Loss: 0.9438... Generator Loss: 1.6871 Epoch 4/25... Discriminator Loss: 0.9691... Generator Loss: 1.4747 Epoch 4/25... Discriminator Loss: 1.1384... Generator Loss: 2.5572 Epoch 4/25... Discriminator Loss: 0.6484... Generator Loss: 2.5352 Epoch 4/25... Discriminator Loss: 1.1493... Generator Loss: 3.5945 Epoch 4/25... Discriminator Loss: 1.1814... Generator Loss: 1.7518 Epoch 4/25... Discriminator Loss: 1.0481... Generator Loss: 2.5124 Epoch 4/25... Discriminator Loss: 1.0372... Generator Loss: 1.4882 Epoch 4/25... Discriminator Loss: 0.9013... Generator Loss: 1.7636 Epoch 4/25... Discriminator Loss: 0.8782... Generator Loss: 1.9799
Epoch 4/25... Discriminator Loss: 1.0834... Generator Loss: 1.2692 Epoch 4/25... Discriminator Loss: 1.0064... Generator Loss: 1.5874 Epoch 4/25... Discriminator Loss: 0.8416... Generator Loss: 1.6685 Epoch 4/25... Discriminator Loss: 0.8214... Generator Loss: 1.7797 Epoch 4/25... Discriminator Loss: 1.3940... Generator Loss: 2.8081 Epoch 4/25... Discriminator Loss: 0.8898... Generator Loss: 1.7596 Epoch 4/25... Discriminator Loss: 0.9567... Generator Loss: 2.0623 Epoch 4/25... Discriminator Loss: 0.9181... Generator Loss: 1.5805 Epoch 4/25... Discriminator Loss: 1.0408... Generator Loss: 2.0255 Epoch 4/25... Discriminator Loss: 1.1887... Generator Loss: 1.5316
Epoch 4/25... Discriminator Loss: 0.9293... Generator Loss: 1.6731 Epoch 4/25... Discriminator Loss: 1.6458... Generator Loss: 1.1425 Epoch 4/25... Discriminator Loss: 0.9810... Generator Loss: 1.7973 Epoch 4/25... Discriminator Loss: 0.8973... Generator Loss: 1.6331 Epoch 4/25... Discriminator Loss: 1.1068... Generator Loss: 2.8892 Epoch 4/25... Discriminator Loss: 1.0429... Generator Loss: 2.4854 Epoch 4/25... Discriminator Loss: 0.8215... Generator Loss: 1.8044 Epoch 4/25... Discriminator Loss: 0.9295... Generator Loss: 1.6057 Epoch 4/25... Discriminator Loss: 1.2037... Generator Loss: 2.2050 Epoch 4/25... Discriminator Loss: 1.1356... Generator Loss: 1.2261
Epoch 4/25... Discriminator Loss: 1.0103... Generator Loss: 1.2990 Epoch 4/25... Discriminator Loss: 0.9210... Generator Loss: 1.9523 Epoch 4/25... Discriminator Loss: 0.8901... Generator Loss: 1.7235 Epoch 4/25... Discriminator Loss: 1.0290... Generator Loss: 1.1616 Epoch 4/25... Discriminator Loss: 1.1673... Generator Loss: 2.5694 Epoch 4/25... Discriminator Loss: 0.9288... Generator Loss: 1.7861 Epoch 4/25... Discriminator Loss: 1.0466... Generator Loss: 1.5202 Epoch 4/25... Discriminator Loss: 0.9435... Generator Loss: 1.6112 Epoch 4/25... Discriminator Loss: 1.0330... Generator Loss: 1.8492 Epoch 4/25... Discriminator Loss: 0.9531... Generator Loss: 2.2908
Epoch 4/25... Discriminator Loss: 0.8145... Generator Loss: 1.9840 Epoch 4/25... Discriminator Loss: 1.3600... Generator Loss: 1.0457 Epoch 4/25... Discriminator Loss: 0.8082... Generator Loss: 2.0558 Epoch 4/25... Discriminator Loss: 1.1370... Generator Loss: 1.4601 Epoch 4/25... Discriminator Loss: 1.0734... Generator Loss: 2.2788 Epoch 4/25... Discriminator Loss: 1.1628... Generator Loss: 4.0115 Epoch 4/25... Discriminator Loss: 1.1397... Generator Loss: 1.4076 Epoch 4/25... Discriminator Loss: 1.1193... Generator Loss: 1.7762 Epoch 4/25... Discriminator Loss: 0.9436... Generator Loss: 1.9004 Epoch 4/25... Discriminator Loss: 1.2056... Generator Loss: 2.4777
Epoch 4/25... Discriminator Loss: 0.9956... Generator Loss: 1.3776 Epoch 4/25... Discriminator Loss: 0.9138... Generator Loss: 2.4446 Epoch 4/25... Discriminator Loss: 1.3072... Generator Loss: 0.8663 Epoch 4/25... Discriminator Loss: 1.0156... Generator Loss: 1.7912 Epoch 4/25... Discriminator Loss: 1.2251... Generator Loss: 2.2430 Epoch 4/25... Discriminator Loss: 0.8688... Generator Loss: 1.5132 Epoch 4/25... Discriminator Loss: 1.0986... Generator Loss: 1.2875 Epoch 4/25... Discriminator Loss: 1.1322... Generator Loss: 1.3151 Epoch 4/25... Discriminator Loss: 1.0124... Generator Loss: 1.1861 Epoch 4/25... Discriminator Loss: 1.0492... Generator Loss: 2.6291
Epoch 4/25... Discriminator Loss: 1.2638... Generator Loss: 1.5549 Epoch 4/25... Discriminator Loss: 1.0535... Generator Loss: 2.1932 Epoch 4/25... Discriminator Loss: 0.8866... Generator Loss: 1.2346 Epoch 4/25... Discriminator Loss: 1.0892... Generator Loss: 1.3936 Epoch 4/25... Discriminator Loss: 1.0135... Generator Loss: 2.1012 Epoch 4/25... Discriminator Loss: 1.0657... Generator Loss: 1.4780 Epoch 4/25... Discriminator Loss: 0.9273... Generator Loss: 1.4285 Epoch 4/25... Discriminator Loss: 0.8103... Generator Loss: 1.7739 Epoch 4/25... Discriminator Loss: 0.9546... Generator Loss: 2.5916 Epoch 4/25... Discriminator Loss: 1.1059... Generator Loss: 2.6092
Epoch 4/25... Discriminator Loss: 0.9141... Generator Loss: 1.4454 Epoch 4/25... Discriminator Loss: 1.0167... Generator Loss: 1.3950 Epoch 4/25... Discriminator Loss: 1.0430... Generator Loss: 1.9212 Epoch 4/25... Discriminator Loss: 0.8672... Generator Loss: 1.9351 Epoch 4/25... Discriminator Loss: 0.9738... Generator Loss: 1.3241 Epoch 4/25... Discriminator Loss: 1.0348... Generator Loss: 1.9258 Epoch 4/25... Discriminator Loss: 1.0154... Generator Loss: 2.1018 Epoch 4/25... Discriminator Loss: 0.9076... Generator Loss: 1.8596 Epoch 4/25... Discriminator Loss: 0.9589... Generator Loss: 1.7377 Epoch 4/25... Discriminator Loss: 1.0190... Generator Loss: 2.8204
Epoch 4/25... Discriminator Loss: 0.9734... Generator Loss: 1.5906 Epoch 4/25... Discriminator Loss: 0.9086... Generator Loss: 1.5994 Epoch 4/25... Discriminator Loss: 1.1494... Generator Loss: 2.5436 Epoch 4/25... Discriminator Loss: 1.0348... Generator Loss: 1.7255 Epoch 4/25... Discriminator Loss: 0.9501... Generator Loss: 1.8203 Epoch 4/25... Discriminator Loss: 0.9371... Generator Loss: 2.6074 Epoch 4/25... Discriminator Loss: 0.8929... Generator Loss: 1.7511 Epoch 4/25... Discriminator Loss: 0.9026... Generator Loss: 1.8060 Epoch 4/25... Discriminator Loss: 1.1858... Generator Loss: 1.4977 Epoch 4/25... Discriminator Loss: 0.9891... Generator Loss: 1.9026
Epoch 4/25... Discriminator Loss: 1.0336... Generator Loss: 1.7164 Epoch 4/25... Discriminator Loss: 1.4584... Generator Loss: 0.8485 Epoch 4/25... Discriminator Loss: 1.0250... Generator Loss: 2.4466 Epoch 4/25... Discriminator Loss: 0.8587... Generator Loss: 2.2895 Epoch 4/25... Discriminator Loss: 1.3472... Generator Loss: 3.0904 Epoch 4/25... Discriminator Loss: 0.9653... Generator Loss: 1.3706 Epoch 4/25... Discriminator Loss: 0.8491... Generator Loss: 2.1412 Epoch 4/25... Discriminator Loss: 0.9733... Generator Loss: 1.9347 Epoch 4/25... Discriminator Loss: 0.9103... Generator Loss: 1.8928 Epoch 4/25... Discriminator Loss: 0.8915... Generator Loss: 1.7295
Epoch 4/25... Discriminator Loss: 0.9800... Generator Loss: 2.9141 Epoch 4/25... Discriminator Loss: 1.0950... Generator Loss: 2.6233 Epoch 4/25... Discriminator Loss: 1.4503... Generator Loss: 3.3664 Epoch 4/25... Discriminator Loss: 1.2245... Generator Loss: 2.9009 Epoch 4/25... Discriminator Loss: 0.6957... Generator Loss: 2.3314 Epoch 4/25... Discriminator Loss: 1.0094... Generator Loss: 1.7788 Epoch 4/25... Discriminator Loss: 0.8866... Generator Loss: 1.4743 Epoch 4/25... Discriminator Loss: 0.9555... Generator Loss: 1.7362 Epoch 4/25... Discriminator Loss: 1.0184... Generator Loss: 2.2656 Epoch 4/25... Discriminator Loss: 0.8539... Generator Loss: 1.6569
Epoch 4/25... Discriminator Loss: 0.7442... Generator Loss: 1.7083 Epoch 4/25... Discriminator Loss: 1.3137... Generator Loss: 0.5659 Epoch 4/25... Discriminator Loss: 1.3235... Generator Loss: 1.3264 Epoch 4/25... Discriminator Loss: 1.4005... Generator Loss: 1.4994 Epoch 4/25... Discriminator Loss: 1.3362... Generator Loss: 2.4527 Epoch 4/25... Discriminator Loss: 0.8888... Generator Loss: 1.8235 Epoch 4/25... Discriminator Loss: 1.0879... Generator Loss: 1.8227 Epoch 4/25... Discriminator Loss: 1.0130... Generator Loss: 1.2742 Epoch 4/25... Discriminator Loss: 0.8927... Generator Loss: 1.9974 Epoch 4/25... Discriminator Loss: 1.0161... Generator Loss: 1.3373
Epoch 4/25... Discriminator Loss: 1.1141... Generator Loss: 2.2726 Epoch 4/25... Discriminator Loss: 0.9776... Generator Loss: 1.3685 Epoch 4/25... Discriminator Loss: 1.0868... Generator Loss: 1.5361 Epoch 4/25... Discriminator Loss: 1.2532... Generator Loss: 1.1814 Epoch 4/25... Discriminator Loss: 0.9800... Generator Loss: 1.5305 Epoch 4/25... Discriminator Loss: 0.9651... Generator Loss: 2.1023 Epoch 4/25... Discriminator Loss: 1.0500... Generator Loss: 2.5025 Epoch 4/25... Discriminator Loss: 0.9307... Generator Loss: 1.6560 Epoch 4/25... Discriminator Loss: 0.8158... Generator Loss: 1.7563 Epoch 4/25... Discriminator Loss: 0.8428... Generator Loss: 1.0966
Epoch 4/25... Discriminator Loss: 0.9632... Generator Loss: 1.7893 Epoch 4/25... Discriminator Loss: 0.9728... Generator Loss: 1.5854 Epoch 4/25... Discriminator Loss: 0.9873... Generator Loss: 1.8338 Epoch 4/25... Discriminator Loss: 0.9868... Generator Loss: 1.6496 Epoch 4/25... Discriminator Loss: 1.0543... Generator Loss: 1.3736 Epoch 4/25... Discriminator Loss: 0.8267... Generator Loss: 1.8048 Epoch 4/25... Discriminator Loss: 1.0075... Generator Loss: 1.4911 Epoch 4/25... Discriminator Loss: 1.1902... Generator Loss: 1.2398 Epoch 4/25... Discriminator Loss: 0.8430... Generator Loss: 2.4401 Epoch 4/25... Discriminator Loss: 0.9098... Generator Loss: 1.3550
Epoch 4/25... Discriminator Loss: 1.0013... Generator Loss: 2.4156 Epoch 4/25... Discriminator Loss: 1.0084... Generator Loss: 1.2121 Epoch 4/25... Discriminator Loss: 1.0061... Generator Loss: 1.9626 Epoch 4/25... Discriminator Loss: 0.8442... Generator Loss: 2.6052 Epoch 4/25... Discriminator Loss: 0.9253... Generator Loss: 1.6050 Epoch 4/25... Discriminator Loss: 0.6800... Generator Loss: 1.9230 Epoch 4/25... Discriminator Loss: 0.9497... Generator Loss: 1.9524 Epoch 4/25... Discriminator Loss: 1.0626... Generator Loss: 1.7299 Epoch 5/25... Discriminator Loss: 0.9324... Generator Loss: 2.0569
Epoch 5/25... Discriminator Loss: 1.2249... Generator Loss: 2.8574 Epoch 5/25... Discriminator Loss: 0.9852... Generator Loss: 1.5361 Epoch 5/25... Discriminator Loss: 1.0942... Generator Loss: 2.7108 Epoch 5/25... Discriminator Loss: 1.0439... Generator Loss: 2.2331 Epoch 5/25... Discriminator Loss: 0.8933... Generator Loss: 1.9923 Epoch 5/25... Discriminator Loss: 1.2454... Generator Loss: 1.1988 Epoch 5/25... Discriminator Loss: 0.9068... Generator Loss: 1.3601 Epoch 5/25... Discriminator Loss: 0.9655... Generator Loss: 1.9633 Epoch 5/25... Discriminator Loss: 0.9612... Generator Loss: 1.6635 Epoch 5/25... Discriminator Loss: 0.8782... Generator Loss: 2.2280
Epoch 5/25... Discriminator Loss: 1.1402... Generator Loss: 1.9484 Epoch 5/25... Discriminator Loss: 0.9316... Generator Loss: 1.8637 Epoch 5/25... Discriminator Loss: 0.7344... Generator Loss: 2.2770 Epoch 5/25... Discriminator Loss: 0.8432... Generator Loss: 1.9351 Epoch 5/25... Discriminator Loss: 0.9679... Generator Loss: 1.6271 Epoch 5/25... Discriminator Loss: 1.2884... Generator Loss: 2.3647 Epoch 5/25... Discriminator Loss: 1.0410... Generator Loss: 2.0908 Epoch 5/25... Discriminator Loss: 0.9637... Generator Loss: 1.6406 Epoch 5/25... Discriminator Loss: 0.9444... Generator Loss: 1.5040 Epoch 5/25... Discriminator Loss: 1.2179... Generator Loss: 2.0468
Epoch 5/25... Discriminator Loss: 1.1959... Generator Loss: 0.8617 Epoch 5/25... Discriminator Loss: 1.1585... Generator Loss: 2.1923 Epoch 5/25... Discriminator Loss: 1.0047... Generator Loss: 1.5390 Epoch 5/25... Discriminator Loss: 1.0598... Generator Loss: 1.9918 Epoch 5/25... Discriminator Loss: 1.0553... Generator Loss: 2.1624 Epoch 5/25... Discriminator Loss: 0.9669... Generator Loss: 1.0836 Epoch 5/25... Discriminator Loss: 1.0171... Generator Loss: 1.9165 Epoch 5/25... Discriminator Loss: 1.1605... Generator Loss: 0.8880 Epoch 5/25... Discriminator Loss: 1.1178... Generator Loss: 2.1568 Epoch 5/25... Discriminator Loss: 0.9728... Generator Loss: 1.4063
Epoch 5/25... Discriminator Loss: 0.8806... Generator Loss: 1.8934 Epoch 5/25... Discriminator Loss: 0.8010... Generator Loss: 1.9735 Epoch 5/25... Discriminator Loss: 0.8259... Generator Loss: 1.9578 Epoch 5/25... Discriminator Loss: 1.3696... Generator Loss: 0.8854 Epoch 5/25... Discriminator Loss: 0.8828... Generator Loss: 1.9753 Epoch 5/25... Discriminator Loss: 0.8652... Generator Loss: 1.8615 Epoch 5/25... Discriminator Loss: 0.8696... Generator Loss: 1.6671 Epoch 5/25... Discriminator Loss: 1.2692... Generator Loss: 2.3625 Epoch 5/25... Discriminator Loss: 1.3031... Generator Loss: 3.2274 Epoch 5/25... Discriminator Loss: 1.1009... Generator Loss: 1.1579
Epoch 5/25... Discriminator Loss: 1.2589... Generator Loss: 1.1538 Epoch 5/25... Discriminator Loss: 1.0117... Generator Loss: 1.2530 Epoch 5/25... Discriminator Loss: 0.8447... Generator Loss: 1.8343 Epoch 5/25... Discriminator Loss: 1.0461... Generator Loss: 1.8332 Epoch 5/25... Discriminator Loss: 1.1719... Generator Loss: 1.7176 Epoch 5/25... Discriminator Loss: 1.0084... Generator Loss: 1.3237 Epoch 5/25... Discriminator Loss: 1.3779... Generator Loss: 2.8809 Epoch 5/25... Discriminator Loss: 1.2398... Generator Loss: 1.1641 Epoch 5/25... Discriminator Loss: 1.3542... Generator Loss: 2.3399 Epoch 5/25... Discriminator Loss: 0.9866... Generator Loss: 1.4578
Epoch 5/25... Discriminator Loss: 0.9049... Generator Loss: 1.8905 Epoch 5/25... Discriminator Loss: 0.9220... Generator Loss: 1.7637 Epoch 5/25... Discriminator Loss: 0.9022... Generator Loss: 2.3125 Epoch 5/25... Discriminator Loss: 0.9226... Generator Loss: 2.4349 Epoch 5/25... Discriminator Loss: 1.1149... Generator Loss: 2.5814 Epoch 5/25... Discriminator Loss: 1.1639... Generator Loss: 2.2225 Epoch 5/25... Discriminator Loss: 1.1675... Generator Loss: 1.3520 Epoch 5/25... Discriminator Loss: 0.9148... Generator Loss: 1.5051 Epoch 5/25... Discriminator Loss: 0.9690... Generator Loss: 1.6525 Epoch 5/25... Discriminator Loss: 0.8579... Generator Loss: 2.4727
Epoch 5/25... Discriminator Loss: 1.9738... Generator Loss: 5.2084 Epoch 5/25... Discriminator Loss: 1.1379... Generator Loss: 1.8414 Epoch 5/25... Discriminator Loss: 1.0190... Generator Loss: 1.5641 Epoch 5/25... Discriminator Loss: 1.0229... Generator Loss: 1.6047 Epoch 5/25... Discriminator Loss: 1.2146... Generator Loss: 2.3079 Epoch 5/25... Discriminator Loss: 0.9061... Generator Loss: 1.2980 Epoch 5/25... Discriminator Loss: 1.0947... Generator Loss: 1.5663 Epoch 5/25... Discriminator Loss: 0.9686... Generator Loss: 1.8991 Epoch 5/25... Discriminator Loss: 1.2357... Generator Loss: 0.7101 Epoch 5/25... Discriminator Loss: 0.9453... Generator Loss: 1.4139
Epoch 5/25... Discriminator Loss: 0.8090... Generator Loss: 1.5392 Epoch 5/25... Discriminator Loss: 1.0218... Generator Loss: 1.6350 Epoch 5/25... Discriminator Loss: 1.1561... Generator Loss: 2.0316 Epoch 5/25... Discriminator Loss: 1.0072... Generator Loss: 1.2225 Epoch 5/25... Discriminator Loss: 0.9820... Generator Loss: 2.4531 Epoch 5/25... Discriminator Loss: 1.3024... Generator Loss: 0.8722 Epoch 5/25... Discriminator Loss: 0.9993... Generator Loss: 2.0589 Epoch 5/25... Discriminator Loss: 1.1086... Generator Loss: 1.9075 Epoch 5/25... Discriminator Loss: 0.9101... Generator Loss: 1.7353 Epoch 5/25... Discriminator Loss: 1.2349... Generator Loss: 3.0017
Epoch 5/25... Discriminator Loss: 1.0090... Generator Loss: 1.4245 Epoch 5/25... Discriminator Loss: 1.1726... Generator Loss: 2.4627 Epoch 5/25... Discriminator Loss: 1.2326... Generator Loss: 2.5980 Epoch 5/25... Discriminator Loss: 1.0269... Generator Loss: 1.1985 Epoch 5/25... Discriminator Loss: 0.8983... Generator Loss: 1.4727 Epoch 5/25... Discriminator Loss: 1.1983... Generator Loss: 2.7152 Epoch 5/25... Discriminator Loss: 0.9518... Generator Loss: 2.1146 Epoch 5/25... Discriminator Loss: 0.8269... Generator Loss: 1.7035 Epoch 5/25... Discriminator Loss: 0.8939... Generator Loss: 1.4869 Epoch 5/25... Discriminator Loss: 1.0077... Generator Loss: 1.6746
Epoch 5/25... Discriminator Loss: 1.0200... Generator Loss: 1.2648 Epoch 5/25... Discriminator Loss: 1.3059... Generator Loss: 3.3639 Epoch 5/25... Discriminator Loss: 2.2194... Generator Loss: 4.3984 Epoch 5/25... Discriminator Loss: 0.9804... Generator Loss: 1.4438 Epoch 5/25... Discriminator Loss: 0.9627... Generator Loss: 1.8808 Epoch 5/25... Discriminator Loss: 1.2418... Generator Loss: 2.5235 Epoch 5/25... Discriminator Loss: 0.9337... Generator Loss: 1.9034 Epoch 5/25... Discriminator Loss: 1.1692... Generator Loss: 2.0024 Epoch 5/25... Discriminator Loss: 0.9395... Generator Loss: 1.9850 Epoch 5/25... Discriminator Loss: 1.0448... Generator Loss: 1.1427
Epoch 5/25... Discriminator Loss: 0.9615... Generator Loss: 1.7649 Epoch 5/25... Discriminator Loss: 1.2325... Generator Loss: 1.2034 Epoch 5/25... Discriminator Loss: 1.4168... Generator Loss: 2.0702 Epoch 5/25... Discriminator Loss: 0.9559... Generator Loss: 1.5485 Epoch 5/25... Discriminator Loss: 1.0586... Generator Loss: 1.8021 Epoch 5/25... Discriminator Loss: 0.9767... Generator Loss: 1.5556 Epoch 5/25... Discriminator Loss: 0.7746... Generator Loss: 1.4805 Epoch 5/25... Discriminator Loss: 0.6667... Generator Loss: 1.7893 Epoch 5/25... Discriminator Loss: 0.8095... Generator Loss: 1.5417 Epoch 5/25... Discriminator Loss: 1.0529... Generator Loss: 2.1838
Epoch 5/25... Discriminator Loss: 0.9184... Generator Loss: 1.8910 Epoch 5/25... Discriminator Loss: 1.3297... Generator Loss: 1.1421 Epoch 5/25... Discriminator Loss: 0.9821... Generator Loss: 1.7915 Epoch 5/25... Discriminator Loss: 1.1489... Generator Loss: 1.9441 Epoch 5/25... Discriminator Loss: 1.7435... Generator Loss: 3.0154 Epoch 5/25... Discriminator Loss: 1.0991... Generator Loss: 2.4613 Epoch 5/25... Discriminator Loss: 1.2438... Generator Loss: 1.0795 Epoch 5/25... Discriminator Loss: 1.5107... Generator Loss: 1.1434 Epoch 5/25... Discriminator Loss: 0.9157... Generator Loss: 1.5131 Epoch 5/25... Discriminator Loss: 1.0229... Generator Loss: 1.5007
Epoch 5/25... Discriminator Loss: 0.9829... Generator Loss: 1.6014 Epoch 5/25... Discriminator Loss: 1.1026... Generator Loss: 1.8515 Epoch 5/25... Discriminator Loss: 1.0723... Generator Loss: 1.1884 Epoch 5/25... Discriminator Loss: 1.0066... Generator Loss: 2.3707 Epoch 5/25... Discriminator Loss: 0.9186... Generator Loss: 1.6920 Epoch 5/25... Discriminator Loss: 0.9430... Generator Loss: 1.6698 Epoch 5/25... Discriminator Loss: 1.0366... Generator Loss: 1.2183 Epoch 5/25... Discriminator Loss: 1.1453... Generator Loss: 1.3762 Epoch 5/25... Discriminator Loss: 0.9747... Generator Loss: 1.6012 Epoch 5/25... Discriminator Loss: 0.8803... Generator Loss: 2.0372
Epoch 5/25... Discriminator Loss: 1.2711... Generator Loss: 1.9254 Epoch 5/25... Discriminator Loss: 0.8862... Generator Loss: 1.5688 Epoch 5/25... Discriminator Loss: 1.0300... Generator Loss: 1.6400 Epoch 5/25... Discriminator Loss: 1.5729... Generator Loss: 0.7284 Epoch 5/25... Discriminator Loss: 0.8216... Generator Loss: 2.2537 Epoch 5/25... Discriminator Loss: 1.0589... Generator Loss: 1.5196 Epoch 5/25... Discriminator Loss: 0.9362... Generator Loss: 1.8250 Epoch 5/25... Discriminator Loss: 1.0728... Generator Loss: 1.4627 Epoch 5/25... Discriminator Loss: 0.9773... Generator Loss: 1.1196 Epoch 5/25... Discriminator Loss: 1.0803... Generator Loss: 1.7600
Epoch 5/25... Discriminator Loss: 1.8615... Generator Loss: 0.8094 Epoch 5/25... Discriminator Loss: 1.0191... Generator Loss: 1.4262 Epoch 5/25... Discriminator Loss: 0.8847... Generator Loss: 2.0308 Epoch 5/25... Discriminator Loss: 0.7862... Generator Loss: 1.7871 Epoch 5/25... Discriminator Loss: 1.5186... Generator Loss: 2.5542 Epoch 5/25... Discriminator Loss: 1.1078... Generator Loss: 1.3607 Epoch 5/25... Discriminator Loss: 0.9646... Generator Loss: 1.4980 Epoch 5/25... Discriminator Loss: 1.2245... Generator Loss: 1.2110 Epoch 5/25... Discriminator Loss: 0.8583... Generator Loss: 1.8251 Epoch 5/25... Discriminator Loss: 0.9533... Generator Loss: 2.0187
Epoch 5/25... Discriminator Loss: 1.3191... Generator Loss: 2.5883 Epoch 5/25... Discriminator Loss: 1.1172... Generator Loss: 1.6365 Epoch 5/25... Discriminator Loss: 1.1171... Generator Loss: 1.4816 Epoch 5/25... Discriminator Loss: 1.8539... Generator Loss: 3.7894 Epoch 5/25... Discriminator Loss: 1.3217... Generator Loss: 1.2128 Epoch 5/25... Discriminator Loss: 1.0602... Generator Loss: 1.4979 Epoch 5/25... Discriminator Loss: 0.9791... Generator Loss: 2.0166 Epoch 5/25... Discriminator Loss: 0.8751... Generator Loss: 1.8922 Epoch 6/25... Discriminator Loss: 0.9857... Generator Loss: 2.5411
Epoch 6/25... Discriminator Loss: 1.0713... Generator Loss: 1.9200 Epoch 6/25... Discriminator Loss: 1.1028... Generator Loss: 1.1686 Epoch 6/25... Discriminator Loss: 0.7656... Generator Loss: 2.2453 Epoch 6/25... Discriminator Loss: 1.0681... Generator Loss: 1.0668 Epoch 6/25... Discriminator Loss: 1.0277... Generator Loss: 2.0204 Epoch 6/25... Discriminator Loss: 1.0205... Generator Loss: 1.7103 Epoch 6/25... Discriminator Loss: 0.9582... Generator Loss: 1.9372 Epoch 6/25... Discriminator Loss: 1.0939... Generator Loss: 1.9257 Epoch 6/25... Discriminator Loss: 1.2751... Generator Loss: 1.2231 Epoch 6/25... Discriminator Loss: 0.9377... Generator Loss: 1.8505
Epoch 6/25... Discriminator Loss: 1.1710... Generator Loss: 1.3386 Epoch 6/25... Discriminator Loss: 1.0334... Generator Loss: 1.3537 Epoch 6/25... Discriminator Loss: 0.9309... Generator Loss: 2.1269 Epoch 6/25... Discriminator Loss: 0.7582... Generator Loss: 1.7052 Epoch 6/25... Discriminator Loss: 1.0369... Generator Loss: 1.2112 Epoch 6/25... Discriminator Loss: 1.2830... Generator Loss: 2.3372 Epoch 6/25... Discriminator Loss: 1.3388... Generator Loss: 2.5527 Epoch 6/25... Discriminator Loss: 0.9813... Generator Loss: 1.3389 Epoch 6/25... Discriminator Loss: 1.1974... Generator Loss: 1.7306 Epoch 6/25... Discriminator Loss: 1.0994... Generator Loss: 1.9122
Epoch 6/25... Discriminator Loss: 0.9809... Generator Loss: 1.4380 Epoch 6/25... Discriminator Loss: 0.9963... Generator Loss: 1.8048 Epoch 6/25... Discriminator Loss: 1.0910... Generator Loss: 1.9681 Epoch 6/25... Discriminator Loss: 1.1619... Generator Loss: 2.3222 Epoch 6/25... Discriminator Loss: 1.5126... Generator Loss: 2.2836 Epoch 6/25... Discriminator Loss: 0.9878... Generator Loss: 1.3820 Epoch 6/25... Discriminator Loss: 0.9003... Generator Loss: 1.3419 Epoch 6/25... Discriminator Loss: 0.8340... Generator Loss: 1.7268 Epoch 6/25... Discriminator Loss: 0.9985... Generator Loss: 1.6222 Epoch 6/25... Discriminator Loss: 1.1080... Generator Loss: 1.4949
Epoch 6/25... Discriminator Loss: 1.1048... Generator Loss: 1.5615 Epoch 6/25... Discriminator Loss: 1.0842... Generator Loss: 1.8584 Epoch 6/25... Discriminator Loss: 0.9506... Generator Loss: 1.6600 Epoch 6/25... Discriminator Loss: 1.0528... Generator Loss: 1.6061 Epoch 6/25... Discriminator Loss: 1.0530... Generator Loss: 2.0412 Epoch 6/25... Discriminator Loss: 0.9754... Generator Loss: 1.5511 Epoch 6/25... Discriminator Loss: 1.2606... Generator Loss: 2.5773 Epoch 6/25... Discriminator Loss: 0.9556... Generator Loss: 1.8015 Epoch 6/25... Discriminator Loss: 1.0069... Generator Loss: 1.4458 Epoch 6/25... Discriminator Loss: 1.4533... Generator Loss: 0.8293
Epoch 6/25... Discriminator Loss: 1.2394... Generator Loss: 1.0410 Epoch 6/25... Discriminator Loss: 1.0461... Generator Loss: 1.3362 Epoch 6/25... Discriminator Loss: 0.8829... Generator Loss: 1.6769 Epoch 6/25... Discriminator Loss: 1.0936... Generator Loss: 1.5207 Epoch 6/25... Discriminator Loss: 1.1058... Generator Loss: 1.1478 Epoch 6/25... Discriminator Loss: 1.2199... Generator Loss: 1.1791 Epoch 6/25... Discriminator Loss: 1.2729... Generator Loss: 2.3615 Epoch 6/25... Discriminator Loss: 0.9320... Generator Loss: 1.9857 Epoch 6/25... Discriminator Loss: 1.0768... Generator Loss: 1.2446 Epoch 6/25... Discriminator Loss: 0.9904... Generator Loss: 1.8531
Epoch 6/25... Discriminator Loss: 1.1853... Generator Loss: 1.3381 Epoch 6/25... Discriminator Loss: 0.9202... Generator Loss: 1.7938 Epoch 6/25... Discriminator Loss: 0.8021... Generator Loss: 1.6888 Epoch 6/25... Discriminator Loss: 0.9867... Generator Loss: 1.5898 Epoch 6/25... Discriminator Loss: 1.3812... Generator Loss: 2.7125 Epoch 6/25... Discriminator Loss: 1.3291... Generator Loss: 3.1317 Epoch 6/25... Discriminator Loss: 1.2312... Generator Loss: 1.1687 Epoch 6/25... Discriminator Loss: 1.1134... Generator Loss: 1.5590 Epoch 6/25... Discriminator Loss: 1.0259... Generator Loss: 1.4169 Epoch 6/25... Discriminator Loss: 1.0708... Generator Loss: 1.7981
Epoch 6/25... Discriminator Loss: 1.0862... Generator Loss: 2.5242 Epoch 6/25... Discriminator Loss: 1.0814... Generator Loss: 1.3104 Epoch 6/25... Discriminator Loss: 0.9083... Generator Loss: 1.6298 Epoch 6/25... Discriminator Loss: 1.0084... Generator Loss: 2.0401 Epoch 6/25... Discriminator Loss: 1.4236... Generator Loss: 2.9336 Epoch 6/25... Discriminator Loss: 1.2461... Generator Loss: 1.0813 Epoch 6/25... Discriminator Loss: 1.1095... Generator Loss: 0.8238 Epoch 6/25... Discriminator Loss: 1.0305... Generator Loss: 1.3731 Epoch 6/25... Discriminator Loss: 1.0741... Generator Loss: 1.2672 Epoch 6/25... Discriminator Loss: 0.8341... Generator Loss: 1.4872
Epoch 6/25... Discriminator Loss: 1.0474... Generator Loss: 2.0032 Epoch 6/25... Discriminator Loss: 1.1287... Generator Loss: 1.9886 Epoch 6/25... Discriminator Loss: 0.9889... Generator Loss: 1.7849 Epoch 6/25... Discriminator Loss: 0.9469... Generator Loss: 1.4569 Epoch 6/25... Discriminator Loss: 0.9295... Generator Loss: 1.9179 Epoch 6/25... Discriminator Loss: 1.0571... Generator Loss: 1.2801 Epoch 6/25... Discriminator Loss: 0.9332... Generator Loss: 1.8603 Epoch 6/25... Discriminator Loss: 0.9557... Generator Loss: 2.0064 Epoch 6/25... Discriminator Loss: 1.2042... Generator Loss: 1.1629 Epoch 6/25... Discriminator Loss: 0.8658... Generator Loss: 1.8867
Epoch 6/25... Discriminator Loss: 0.9488... Generator Loss: 1.5701 Epoch 6/25... Discriminator Loss: 1.0960... Generator Loss: 2.3482 Epoch 6/25... Discriminator Loss: 1.0303... Generator Loss: 2.5205 Epoch 6/25... Discriminator Loss: 1.2622... Generator Loss: 1.6449 Epoch 6/25... Discriminator Loss: 0.9313... Generator Loss: 1.7173 Epoch 6/25... Discriminator Loss: 0.9593... Generator Loss: 1.6338 Epoch 6/25... Discriminator Loss: 1.0091... Generator Loss: 1.6507 Epoch 6/25... Discriminator Loss: 1.1788... Generator Loss: 2.4473 Epoch 6/25... Discriminator Loss: 1.0384... Generator Loss: 2.0031 Epoch 6/25... Discriminator Loss: 1.1116... Generator Loss: 1.7668
Epoch 6/25... Discriminator Loss: 1.2195... Generator Loss: 0.9885 Epoch 6/25... Discriminator Loss: 0.9499... Generator Loss: 1.4821 Epoch 6/25... Discriminator Loss: 1.1849... Generator Loss: 1.6948 Epoch 6/25... Discriminator Loss: 1.0972... Generator Loss: 1.0631 Epoch 6/25... Discriminator Loss: 0.9601... Generator Loss: 2.6042 Epoch 6/25... Discriminator Loss: 1.1696... Generator Loss: 1.1813 Epoch 6/25... Discriminator Loss: 0.9696... Generator Loss: 1.7856 Epoch 6/25... Discriminator Loss: 1.0578... Generator Loss: 1.6255 Epoch 6/25... Discriminator Loss: 1.0795... Generator Loss: 1.3041 Epoch 6/25... Discriminator Loss: 0.9237... Generator Loss: 1.1614
Epoch 6/25... Discriminator Loss: 1.0018... Generator Loss: 1.7785 Epoch 6/25... Discriminator Loss: 1.0922... Generator Loss: 1.0303 Epoch 6/25... Discriminator Loss: 0.9390... Generator Loss: 1.5840 Epoch 6/25... Discriminator Loss: 0.8600... Generator Loss: 1.4978 Epoch 6/25... Discriminator Loss: 0.9128... Generator Loss: 1.8505 Epoch 6/25... Discriminator Loss: 1.0752... Generator Loss: 2.5739 Epoch 6/25... Discriminator Loss: 0.9216... Generator Loss: 1.3755 Epoch 6/25... Discriminator Loss: 1.0682... Generator Loss: 1.9752 Epoch 6/25... Discriminator Loss: 1.1668... Generator Loss: 1.5533 Epoch 6/25... Discriminator Loss: 1.2493... Generator Loss: 1.2407
Epoch 6/25... Discriminator Loss: 1.1556... Generator Loss: 1.5745 Epoch 6/25... Discriminator Loss: 0.8684... Generator Loss: 1.9006 Epoch 6/25... Discriminator Loss: 1.0415... Generator Loss: 1.4992 Epoch 6/25... Discriminator Loss: 0.9799... Generator Loss: 1.4416 Epoch 6/25... Discriminator Loss: 1.0461... Generator Loss: 3.1611 Epoch 6/25... Discriminator Loss: 0.8688... Generator Loss: 2.3259 Epoch 6/25... Discriminator Loss: 0.9368... Generator Loss: 1.7211 Epoch 6/25... Discriminator Loss: 0.8325... Generator Loss: 1.6761 Epoch 6/25... Discriminator Loss: 0.9822... Generator Loss: 1.5739 Epoch 6/25... Discriminator Loss: 0.9214... Generator Loss: 1.4625
Epoch 6/25... Discriminator Loss: 1.5736... Generator Loss: 3.3684 Epoch 6/25... Discriminator Loss: 1.1107... Generator Loss: 1.3997 Epoch 6/25... Discriminator Loss: 0.9721... Generator Loss: 1.3294 Epoch 6/25... Discriminator Loss: 0.9658... Generator Loss: 1.5588 Epoch 6/25... Discriminator Loss: 1.2180... Generator Loss: 2.0805 Epoch 6/25... Discriminator Loss: 0.9616... Generator Loss: 1.3063 Epoch 6/25... Discriminator Loss: 1.0520... Generator Loss: 2.0459 Epoch 6/25... Discriminator Loss: 0.8588... Generator Loss: 1.4735 Epoch 6/25... Discriminator Loss: 0.9766... Generator Loss: 1.3805 Epoch 6/25... Discriminator Loss: 0.8227... Generator Loss: 1.8334
Epoch 6/25... Discriminator Loss: 1.4623... Generator Loss: 2.1998 Epoch 6/25... Discriminator Loss: 0.9677... Generator Loss: 1.6485 Epoch 6/25... Discriminator Loss: 1.2470... Generator Loss: 1.1946 Epoch 6/25... Discriminator Loss: 1.1274... Generator Loss: 0.9827 Epoch 6/25... Discriminator Loss: 0.8682... Generator Loss: 1.9536 Epoch 6/25... Discriminator Loss: 1.0417... Generator Loss: 1.7622 Epoch 6/25... Discriminator Loss: 1.0573... Generator Loss: 1.8664 Epoch 6/25... Discriminator Loss: 1.0013... Generator Loss: 1.7215 Epoch 6/25... Discriminator Loss: 1.0282... Generator Loss: 2.0119 Epoch 6/25... Discriminator Loss: 1.7399... Generator Loss: 0.9334
Epoch 6/25... Discriminator Loss: 1.0112... Generator Loss: 1.5463 Epoch 6/25... Discriminator Loss: 1.0833... Generator Loss: 1.0968 Epoch 6/25... Discriminator Loss: 1.0371... Generator Loss: 1.6998 Epoch 6/25... Discriminator Loss: 1.1301... Generator Loss: 0.9920 Epoch 6/25... Discriminator Loss: 0.9949... Generator Loss: 1.9748 Epoch 6/25... Discriminator Loss: 0.7640... Generator Loss: 1.7094 Epoch 6/25... Discriminator Loss: 0.9409... Generator Loss: 1.6784 Epoch 6/25... Discriminator Loss: 1.1583... Generator Loss: 2.6515 Epoch 6/25... Discriminator Loss: 1.0429... Generator Loss: 2.1798 Epoch 6/25... Discriminator Loss: 1.1771... Generator Loss: 1.5331
Epoch 6/25... Discriminator Loss: 0.9472... Generator Loss: 2.0442 Epoch 6/25... Discriminator Loss: 0.9115... Generator Loss: 1.8020 Epoch 6/25... Discriminator Loss: 1.2215... Generator Loss: 2.1440 Epoch 6/25... Discriminator Loss: 1.0805... Generator Loss: 1.0982 Epoch 6/25... Discriminator Loss: 1.7776... Generator Loss: 0.7607 Epoch 6/25... Discriminator Loss: 1.0928... Generator Loss: 1.6540 Epoch 6/25... Discriminator Loss: 1.9230... Generator Loss: 0.8645 Epoch 6/25... Discriminator Loss: 1.4423... Generator Loss: 1.0136 Epoch 7/25... Discriminator Loss: 1.0044... Generator Loss: 1.8379
Epoch 7/25... Discriminator Loss: 1.0501... Generator Loss: 1.3327 Epoch 7/25... Discriminator Loss: 1.2521... Generator Loss: 0.9518 Epoch 7/25... Discriminator Loss: 1.7092... Generator Loss: 2.7080 Epoch 7/25... Discriminator Loss: 1.1017... Generator Loss: 1.2668 Epoch 7/25... Discriminator Loss: 0.9793... Generator Loss: 1.5889 Epoch 7/25... Discriminator Loss: 1.3766... Generator Loss: 1.0604 Epoch 7/25... Discriminator Loss: 0.9505... Generator Loss: 1.3504 Epoch 7/25... Discriminator Loss: 1.0078... Generator Loss: 1.4355 Epoch 7/25... Discriminator Loss: 0.9754... Generator Loss: 1.6304 Epoch 7/25... Discriminator Loss: 0.9698... Generator Loss: 1.8314
Epoch 7/25... Discriminator Loss: 0.9473... Generator Loss: 1.5401 Epoch 7/25... Discriminator Loss: 0.9636... Generator Loss: 1.7808 Epoch 7/25... Discriminator Loss: 1.0969... Generator Loss: 2.5980 Epoch 7/25... Discriminator Loss: 0.8638... Generator Loss: 1.8931 Epoch 7/25... Discriminator Loss: 1.1640... Generator Loss: 1.2247 Epoch 7/25... Discriminator Loss: 1.1289... Generator Loss: 1.1524 Epoch 7/25... Discriminator Loss: 0.9601... Generator Loss: 1.6014 Epoch 7/25... Discriminator Loss: 1.0029... Generator Loss: 1.6941 Epoch 7/25... Discriminator Loss: 1.2502... Generator Loss: 2.3099 Epoch 7/25... Discriminator Loss: 1.0837... Generator Loss: 1.7317
Epoch 7/25... Discriminator Loss: 1.0122... Generator Loss: 1.5695 Epoch 7/25... Discriminator Loss: 1.0361... Generator Loss: 1.5494 Epoch 7/25... Discriminator Loss: 0.9662... Generator Loss: 1.2952 Epoch 7/25... Discriminator Loss: 0.9145... Generator Loss: 1.5637 Epoch 7/25... Discriminator Loss: 1.2729... Generator Loss: 2.2621 Epoch 7/25... Discriminator Loss: 1.1095... Generator Loss: 1.5034 Epoch 7/25... Discriminator Loss: 1.0776... Generator Loss: 1.3257 Epoch 7/25... Discriminator Loss: 0.9040... Generator Loss: 1.6422 Epoch 7/25... Discriminator Loss: 0.7992... Generator Loss: 1.8221 Epoch 7/25... Discriminator Loss: 1.4264... Generator Loss: 1.0490
Epoch 7/25... Discriminator Loss: 1.3940... Generator Loss: 1.1644 Epoch 7/25... Discriminator Loss: 1.0152... Generator Loss: 1.3441 Epoch 7/25... Discriminator Loss: 0.8320... Generator Loss: 1.4593 Epoch 7/25... Discriminator Loss: 1.3093... Generator Loss: 1.5603 Epoch 7/25... Discriminator Loss: 1.0414... Generator Loss: 1.4283 Epoch 7/25... Discriminator Loss: 0.8927... Generator Loss: 1.4301 Epoch 7/25... Discriminator Loss: 1.0506... Generator Loss: 1.3963 Epoch 7/25... Discriminator Loss: 1.1853... Generator Loss: 1.4722 Epoch 7/25... Discriminator Loss: 1.0547... Generator Loss: 2.0368 Epoch 7/25... Discriminator Loss: 1.1908... Generator Loss: 0.9705
Epoch 7/25... Discriminator Loss: 0.9879... Generator Loss: 1.3875 Epoch 7/25... Discriminator Loss: 1.1052... Generator Loss: 2.0427 Epoch 7/25... Discriminator Loss: 0.9936... Generator Loss: 1.5454 Epoch 7/25... Discriminator Loss: 1.0155... Generator Loss: 1.3905 Epoch 7/25... Discriminator Loss: 1.2450... Generator Loss: 2.0056 Epoch 7/25... Discriminator Loss: 1.1021... Generator Loss: 1.6253 Epoch 7/25... Discriminator Loss: 1.0179... Generator Loss: 1.5368 Epoch 7/25... Discriminator Loss: 0.9027... Generator Loss: 1.0677 Epoch 7/25... Discriminator Loss: 1.2782... Generator Loss: 2.6486 Epoch 7/25... Discriminator Loss: 1.2224... Generator Loss: 1.9751
Epoch 7/25... Discriminator Loss: 1.2957... Generator Loss: 0.9648 Epoch 7/25... Discriminator Loss: 1.0409... Generator Loss: 1.3807 Epoch 7/25... Discriminator Loss: 0.9702... Generator Loss: 1.2764 Epoch 7/25... Discriminator Loss: 0.8675... Generator Loss: 1.9302 Epoch 7/25... Discriminator Loss: 1.3369... Generator Loss: 2.8632 Epoch 7/25... Discriminator Loss: 1.0037... Generator Loss: 1.1644 Epoch 7/25... Discriminator Loss: 1.0342... Generator Loss: 1.4515 Epoch 7/25... Discriminator Loss: 1.2505... Generator Loss: 2.7778 Epoch 7/25... Discriminator Loss: 0.7258... Generator Loss: 2.0577 Epoch 7/25... Discriminator Loss: 1.2328... Generator Loss: 2.5986
Epoch 7/25... Discriminator Loss: 0.9727... Generator Loss: 2.6271 Epoch 7/25... Discriminator Loss: 1.3665... Generator Loss: 0.9468 Epoch 7/25... Discriminator Loss: 1.0919... Generator Loss: 1.7478 Epoch 7/25... Discriminator Loss: 1.0545... Generator Loss: 1.5803 Epoch 7/25... Discriminator Loss: 1.1516... Generator Loss: 1.7242 Epoch 7/25... Discriminator Loss: 1.2924... Generator Loss: 0.7412 Epoch 7/25... Discriminator Loss: 1.0504... Generator Loss: 1.6050 Epoch 7/25... Discriminator Loss: 1.0453... Generator Loss: 1.1834 Epoch 7/25... Discriminator Loss: 1.7173... Generator Loss: 0.5796 Epoch 7/25... Discriminator Loss: 1.0937... Generator Loss: 1.6884
Epoch 7/25... Discriminator Loss: 0.9641... Generator Loss: 1.5638 Epoch 7/25... Discriminator Loss: 1.0400... Generator Loss: 1.9178 Epoch 7/25... Discriminator Loss: 1.0837... Generator Loss: 1.2932 Epoch 7/25... Discriminator Loss: 1.0863... Generator Loss: 1.5120 Epoch 7/25... Discriminator Loss: 0.8957... Generator Loss: 1.9073 Epoch 7/25... Discriminator Loss: 1.0607... Generator Loss: 1.4083 Epoch 7/25... Discriminator Loss: 0.9811... Generator Loss: 1.2502 Epoch 7/25... Discriminator Loss: 1.0762... Generator Loss: 1.8600 Epoch 7/25... Discriminator Loss: 1.0699... Generator Loss: 1.0944 Epoch 7/25... Discriminator Loss: 1.0535... Generator Loss: 1.9027
Epoch 7/25... Discriminator Loss: 0.9541... Generator Loss: 1.6473 Epoch 7/25... Discriminator Loss: 1.0483... Generator Loss: 2.0793 Epoch 7/25... Discriminator Loss: 1.2022... Generator Loss: 1.8200 Epoch 7/25... Discriminator Loss: 1.1312... Generator Loss: 1.1946 Epoch 7/25... Discriminator Loss: 1.1269... Generator Loss: 1.2525 Epoch 7/25... Discriminator Loss: 1.0244... Generator Loss: 1.9685 Epoch 7/25... Discriminator Loss: 1.1844... Generator Loss: 2.4085 Epoch 7/25... Discriminator Loss: 0.9492... Generator Loss: 1.6610 Epoch 7/25... Discriminator Loss: 1.0600... Generator Loss: 1.8477 Epoch 7/25... Discriminator Loss: 1.1220... Generator Loss: 1.5002
Epoch 7/25... Discriminator Loss: 1.0007... Generator Loss: 1.4772 Epoch 7/25... Discriminator Loss: 1.0907... Generator Loss: 1.7544 Epoch 7/25... Discriminator Loss: 1.0508... Generator Loss: 1.8770 Epoch 7/25... Discriminator Loss: 1.0904... Generator Loss: 1.2526 Epoch 7/25... Discriminator Loss: 1.1597... Generator Loss: 1.1932 Epoch 7/25... Discriminator Loss: 0.9936... Generator Loss: 1.9050 Epoch 7/25... Discriminator Loss: 0.9503... Generator Loss: 1.6501 Epoch 7/25... Discriminator Loss: 1.2269... Generator Loss: 1.5776 Epoch 7/25... Discriminator Loss: 0.9291... Generator Loss: 1.1308 Epoch 7/25... Discriminator Loss: 0.8905... Generator Loss: 1.2909
Epoch 7/25... Discriminator Loss: 1.1469... Generator Loss: 2.1122 Epoch 7/25... Discriminator Loss: 0.9065... Generator Loss: 1.4210 Epoch 7/25... Discriminator Loss: 1.1217... Generator Loss: 1.0502 Epoch 7/25... Discriminator Loss: 0.9025... Generator Loss: 1.4227 Epoch 7/25... Discriminator Loss: 1.2647... Generator Loss: 2.3181 Epoch 7/25... Discriminator Loss: 1.0320... Generator Loss: 1.5230 Epoch 7/25... Discriminator Loss: 0.7783... Generator Loss: 1.8006 Epoch 7/25... Discriminator Loss: 1.0379... Generator Loss: 1.5462 Epoch 7/25... Discriminator Loss: 0.7692... Generator Loss: 1.7319 Epoch 7/25... Discriminator Loss: 1.2775... Generator Loss: 1.0836
Epoch 7/25... Discriminator Loss: 1.1295... Generator Loss: 1.8272 Epoch 7/25... Discriminator Loss: 0.9703... Generator Loss: 1.6050 Epoch 7/25... Discriminator Loss: 0.9322... Generator Loss: 1.9620 Epoch 7/25... Discriminator Loss: 0.8709... Generator Loss: 1.6738 Epoch 7/25... Discriminator Loss: 0.9567... Generator Loss: 2.5012 Epoch 7/25... Discriminator Loss: 1.0489... Generator Loss: 1.8409 Epoch 7/25... Discriminator Loss: 1.0983... Generator Loss: 1.4133 Epoch 7/25... Discriminator Loss: 1.0282... Generator Loss: 1.6156 Epoch 7/25... Discriminator Loss: 1.1858... Generator Loss: 2.5647 Epoch 7/25... Discriminator Loss: 1.1690... Generator Loss: 1.3737
Epoch 7/25... Discriminator Loss: 1.2898... Generator Loss: 1.0312 Epoch 7/25... Discriminator Loss: 1.0632... Generator Loss: 1.6596 Epoch 7/25... Discriminator Loss: 0.9353... Generator Loss: 1.4374 Epoch 7/25... Discriminator Loss: 1.2855... Generator Loss: 2.5019 Epoch 7/25... Discriminator Loss: 1.1222... Generator Loss: 1.7702 Epoch 7/25... Discriminator Loss: 1.0504... Generator Loss: 1.3265 Epoch 7/25... Discriminator Loss: 1.0224... Generator Loss: 1.8086 Epoch 7/25... Discriminator Loss: 0.9982... Generator Loss: 1.7405 Epoch 7/25... Discriminator Loss: 0.9336... Generator Loss: 2.0399 Epoch 7/25... Discriminator Loss: 1.1672... Generator Loss: 1.9773
Epoch 7/25... Discriminator Loss: 1.0723... Generator Loss: 1.6953 Epoch 7/25... Discriminator Loss: 0.8424... Generator Loss: 1.8906 Epoch 7/25... Discriminator Loss: 1.1326... Generator Loss: 1.0444 Epoch 7/25... Discriminator Loss: 1.6186... Generator Loss: 0.9425 Epoch 7/25... Discriminator Loss: 1.0607... Generator Loss: 1.7720 Epoch 7/25... Discriminator Loss: 1.1280... Generator Loss: 1.0667 Epoch 7/25... Discriminator Loss: 1.0656... Generator Loss: 1.5294 Epoch 7/25... Discriminator Loss: 0.9603... Generator Loss: 1.8528 Epoch 7/25... Discriminator Loss: 0.9182... Generator Loss: 2.3474 Epoch 7/25... Discriminator Loss: 1.1833... Generator Loss: 1.2451
Epoch 7/25... Discriminator Loss: 1.0710... Generator Loss: 1.4939 Epoch 7/25... Discriminator Loss: 0.7614... Generator Loss: 1.8082 Epoch 7/25... Discriminator Loss: 1.1207... Generator Loss: 1.3126 Epoch 7/25... Discriminator Loss: 1.3347... Generator Loss: 1.9817 Epoch 7/25... Discriminator Loss: 1.1615... Generator Loss: 1.6937 Epoch 7/25... Discriminator Loss: 0.9965... Generator Loss: 1.3281 Epoch 7/25... Discriminator Loss: 0.9495... Generator Loss: 1.2325 Epoch 7/25... Discriminator Loss: 1.0532... Generator Loss: 1.7101 Epoch 7/25... Discriminator Loss: 1.1634... Generator Loss: 1.4492 Epoch 7/25... Discriminator Loss: 1.0225... Generator Loss: 1.4459
Epoch 7/25... Discriminator Loss: 1.0087... Generator Loss: 1.6989 Epoch 7/25... Discriminator Loss: 0.9996... Generator Loss: 1.6971 Epoch 7/25... Discriminator Loss: 1.1617... Generator Loss: 2.2845 Epoch 7/25... Discriminator Loss: 1.0920... Generator Loss: 1.9411 Epoch 7/25... Discriminator Loss: 1.0135... Generator Loss: 1.3921 Epoch 7/25... Discriminator Loss: 1.0451... Generator Loss: 1.9549 Epoch 7/25... Discriminator Loss: 1.2552... Generator Loss: 1.0881 Epoch 7/25... Discriminator Loss: 1.2580... Generator Loss: 1.9758 Epoch 8/25... Discriminator Loss: 1.1150... Generator Loss: 2.0941
Epoch 8/25... Discriminator Loss: 1.2016... Generator Loss: 1.5003 Epoch 8/25... Discriminator Loss: 1.0958... Generator Loss: 1.8548 Epoch 8/25... Discriminator Loss: 1.5577... Generator Loss: 2.4768 Epoch 8/25... Discriminator Loss: 1.1565... Generator Loss: 1.0573 Epoch 8/25... Discriminator Loss: 0.8281... Generator Loss: 1.7224 Epoch 8/25... Discriminator Loss: 0.9532... Generator Loss: 1.9178 Epoch 8/25... Discriminator Loss: 1.1675... Generator Loss: 0.9510 Epoch 8/25... Discriminator Loss: 1.1073... Generator Loss: 1.6018 Epoch 8/25... Discriminator Loss: 1.0136... Generator Loss: 1.3999 Epoch 8/25... Discriminator Loss: 1.1582... Generator Loss: 2.1638
Epoch 8/25... Discriminator Loss: 1.1102... Generator Loss: 1.7740 Epoch 8/25... Discriminator Loss: 1.1395... Generator Loss: 1.3754 Epoch 8/25... Discriminator Loss: 0.9882... Generator Loss: 1.8653 Epoch 8/25... Discriminator Loss: 0.7431... Generator Loss: 1.7179 Epoch 8/25... Discriminator Loss: 1.0684... Generator Loss: 0.9480 Epoch 8/25... Discriminator Loss: 1.1167... Generator Loss: 1.0465 Epoch 8/25... Discriminator Loss: 0.7919... Generator Loss: 1.7132 Epoch 8/25... Discriminator Loss: 0.9742... Generator Loss: 1.9577 Epoch 8/25... Discriminator Loss: 0.9894... Generator Loss: 1.6554 Epoch 8/25... Discriminator Loss: 1.0484... Generator Loss: 1.3377
Epoch 8/25... Discriminator Loss: 1.1497... Generator Loss: 1.2293 Epoch 8/25... Discriminator Loss: 0.9177... Generator Loss: 2.3227 Epoch 8/25... Discriminator Loss: 1.1372... Generator Loss: 1.0946 Epoch 8/25... Discriminator Loss: 1.2177... Generator Loss: 1.1411 Epoch 8/25... Discriminator Loss: 1.0642... Generator Loss: 1.2580 Epoch 8/25... Discriminator Loss: 0.9401... Generator Loss: 1.6027 Epoch 8/25... Discriminator Loss: 1.6167... Generator Loss: 2.6812 Epoch 8/25... Discriminator Loss: 1.0718... Generator Loss: 1.8149 Epoch 8/25... Discriminator Loss: 0.9627... Generator Loss: 1.6336 Epoch 8/25... Discriminator Loss: 1.2115... Generator Loss: 1.8342
Epoch 8/25... Discriminator Loss: 1.1967... Generator Loss: 1.2879 Epoch 8/25... Discriminator Loss: 1.3653... Generator Loss: 2.3895 Epoch 8/25... Discriminator Loss: 1.0575... Generator Loss: 1.7981 Epoch 8/25... Discriminator Loss: 1.1743... Generator Loss: 1.2011 Epoch 8/25... Discriminator Loss: 0.8336... Generator Loss: 1.8070 Epoch 8/25... Discriminator Loss: 0.8730... Generator Loss: 1.5820 Epoch 8/25... Discriminator Loss: 0.7675... Generator Loss: 1.7421 Epoch 8/25... Discriminator Loss: 0.7972... Generator Loss: 1.5815 Epoch 8/25... Discriminator Loss: 0.8598... Generator Loss: 1.8411 Epoch 8/25... Discriminator Loss: 1.2036... Generator Loss: 1.2321
Epoch 8/25... Discriminator Loss: 1.0122... Generator Loss: 1.6601 Epoch 8/25... Discriminator Loss: 1.0991... Generator Loss: 2.5165 Epoch 8/25... Discriminator Loss: 1.0133... Generator Loss: 1.5133 Epoch 8/25... Discriminator Loss: 1.4314... Generator Loss: 0.8682 Epoch 8/25... Discriminator Loss: 1.2833... Generator Loss: 0.8727 Epoch 8/25... Discriminator Loss: 1.0073... Generator Loss: 1.2883 Epoch 8/25... Discriminator Loss: 1.0111... Generator Loss: 2.0061 Epoch 8/25... Discriminator Loss: 1.1310... Generator Loss: 1.0879 Epoch 8/25... Discriminator Loss: 1.0160... Generator Loss: 1.4031 Epoch 8/25... Discriminator Loss: 1.0694... Generator Loss: 1.6508
Epoch 8/25... Discriminator Loss: 1.1793... Generator Loss: 1.1690 Epoch 8/25... Discriminator Loss: 1.2707... Generator Loss: 1.1943 Epoch 8/25... Discriminator Loss: 1.0969... Generator Loss: 1.7619 Epoch 8/25... Discriminator Loss: 1.0111... Generator Loss: 1.8319 Epoch 8/25... Discriminator Loss: 1.0498... Generator Loss: 2.5263 Epoch 8/25... Discriminator Loss: 1.0586... Generator Loss: 1.7953 Epoch 8/25... Discriminator Loss: 1.0069... Generator Loss: 2.0670 Epoch 8/25... Discriminator Loss: 1.3047... Generator Loss: 1.2155 Epoch 8/25... Discriminator Loss: 0.9357... Generator Loss: 1.5913 Epoch 8/25... Discriminator Loss: 0.9667... Generator Loss: 2.5768
Epoch 8/25... Discriminator Loss: 1.1120... Generator Loss: 1.5542 Epoch 8/25... Discriminator Loss: 1.0257... Generator Loss: 1.1842 Epoch 8/25... Discriminator Loss: 1.0326... Generator Loss: 1.2440 Epoch 8/25... Discriminator Loss: 1.0197... Generator Loss: 1.7230 Epoch 8/25... Discriminator Loss: 1.1233... Generator Loss: 1.3619 Epoch 8/25... Discriminator Loss: 1.1037... Generator Loss: 1.0152 Epoch 8/25... Discriminator Loss: 1.0829... Generator Loss: 1.4344 Epoch 8/25... Discriminator Loss: 0.9489... Generator Loss: 2.0385 Epoch 8/25... Discriminator Loss: 1.0360... Generator Loss: 1.1830 Epoch 8/25... Discriminator Loss: 1.0662... Generator Loss: 1.1174
Epoch 8/25... Discriminator Loss: 0.9895... Generator Loss: 1.4801 Epoch 8/25... Discriminator Loss: 1.0303... Generator Loss: 1.4457 Epoch 8/25... Discriminator Loss: 1.0888... Generator Loss: 1.3016 Epoch 8/25... Discriminator Loss: 0.8606... Generator Loss: 1.5333 Epoch 8/25... Discriminator Loss: 1.1066... Generator Loss: 2.3496 Epoch 8/25... Discriminator Loss: 1.1407... Generator Loss: 1.3249 Epoch 8/25... Discriminator Loss: 0.9412... Generator Loss: 1.4418 Epoch 8/25... Discriminator Loss: 1.0442... Generator Loss: 1.7719 Epoch 8/25... Discriminator Loss: 0.9890... Generator Loss: 1.3417 Epoch 8/25... Discriminator Loss: 0.9477... Generator Loss: 1.4746
Epoch 8/25... Discriminator Loss: 2.0076... Generator Loss: 0.7319 Epoch 8/25... Discriminator Loss: 0.9203... Generator Loss: 1.6392 Epoch 8/25... Discriminator Loss: 1.3504... Generator Loss: 2.4435 Epoch 8/25... Discriminator Loss: 1.1167... Generator Loss: 1.6722 Epoch 8/25... Discriminator Loss: 0.9721... Generator Loss: 1.4513 Epoch 8/25... Discriminator Loss: 0.8984... Generator Loss: 1.6489 Epoch 8/25... Discriminator Loss: 0.9955... Generator Loss: 1.7522 Epoch 8/25... Discriminator Loss: 1.0472... Generator Loss: 1.9374 Epoch 8/25... Discriminator Loss: 1.0996... Generator Loss: 1.0714 Epoch 8/25... Discriminator Loss: 1.1856... Generator Loss: 1.4768
Epoch 8/25... Discriminator Loss: 1.3881... Generator Loss: 0.7498 Epoch 8/25... Discriminator Loss: 1.1807... Generator Loss: 1.5974 Epoch 8/25... Discriminator Loss: 1.3226... Generator Loss: 2.1330 Epoch 8/25... Discriminator Loss: 1.6692... Generator Loss: 0.7211 Epoch 8/25... Discriminator Loss: 1.1245... Generator Loss: 1.5886 Epoch 8/25... Discriminator Loss: 1.0138... Generator Loss: 1.3343 Epoch 8/25... Discriminator Loss: 1.0980... Generator Loss: 1.6170 Epoch 8/25... Discriminator Loss: 1.1688... Generator Loss: 1.1951 Epoch 8/25... Discriminator Loss: 0.9264... Generator Loss: 1.9557 Epoch 8/25... Discriminator Loss: 1.1062... Generator Loss: 1.1747
Epoch 8/25... Discriminator Loss: 1.2292... Generator Loss: 1.2603 Epoch 8/25... Discriminator Loss: 1.2041... Generator Loss: 0.7884 Epoch 8/25... Discriminator Loss: 1.1923... Generator Loss: 1.1670 Epoch 8/25... Discriminator Loss: 1.0183... Generator Loss: 1.4913 Epoch 8/25... Discriminator Loss: 1.5204... Generator Loss: 2.4692 Epoch 8/25... Discriminator Loss: 1.4915... Generator Loss: 2.6229 Epoch 8/25... Discriminator Loss: 1.1981... Generator Loss: 1.1258 Epoch 8/25... Discriminator Loss: 1.0259... Generator Loss: 2.0600 Epoch 8/25... Discriminator Loss: 1.2533... Generator Loss: 2.6543 Epoch 8/25... Discriminator Loss: 0.8629... Generator Loss: 1.7686
Epoch 8/25... Discriminator Loss: 1.3357... Generator Loss: 2.0210 Epoch 8/25... Discriminator Loss: 1.0676... Generator Loss: 1.3562 Epoch 8/25... Discriminator Loss: 0.8976... Generator Loss: 1.4377 Epoch 8/25... Discriminator Loss: 1.2462... Generator Loss: 1.0127 Epoch 8/25... Discriminator Loss: 0.9741... Generator Loss: 2.6443 Epoch 8/25... Discriminator Loss: 1.0001... Generator Loss: 1.6847 Epoch 8/25... Discriminator Loss: 1.0170... Generator Loss: 1.6039 Epoch 8/25... Discriminator Loss: 0.9608... Generator Loss: 1.4323 Epoch 8/25... Discriminator Loss: 0.9644... Generator Loss: 1.4449 Epoch 8/25... Discriminator Loss: 1.0971... Generator Loss: 1.3856
Epoch 8/25... Discriminator Loss: 1.1721... Generator Loss: 1.1497 Epoch 8/25... Discriminator Loss: 1.0229... Generator Loss: 1.3783 Epoch 8/25... Discriminator Loss: 0.9690... Generator Loss: 1.4613 Epoch 8/25... Discriminator Loss: 1.0075... Generator Loss: 1.5772 Epoch 8/25... Discriminator Loss: 1.4354... Generator Loss: 2.7910 Epoch 8/25... Discriminator Loss: 1.4264... Generator Loss: 0.7696 Epoch 8/25... Discriminator Loss: 1.1041... Generator Loss: 1.4579 Epoch 8/25... Discriminator Loss: 1.0746... Generator Loss: 1.4665 Epoch 8/25... Discriminator Loss: 1.0807... Generator Loss: 1.3039 Epoch 8/25... Discriminator Loss: 0.8990... Generator Loss: 1.9099
Epoch 8/25... Discriminator Loss: 1.0319... Generator Loss: 1.7451 Epoch 8/25... Discriminator Loss: 1.1442... Generator Loss: 1.8402 Epoch 8/25... Discriminator Loss: 0.9930... Generator Loss: 1.4459 Epoch 8/25... Discriminator Loss: 1.3478... Generator Loss: 0.9632 Epoch 8/25... Discriminator Loss: 0.9827... Generator Loss: 1.3627 Epoch 8/25... Discriminator Loss: 1.1005... Generator Loss: 2.2660 Epoch 8/25... Discriminator Loss: 1.1484... Generator Loss: 1.9680 Epoch 8/25... Discriminator Loss: 1.0812... Generator Loss: 1.5570 Epoch 8/25... Discriminator Loss: 1.0272... Generator Loss: 1.0212 Epoch 8/25... Discriminator Loss: 0.9766... Generator Loss: 1.2951
Epoch 8/25... Discriminator Loss: 1.0744... Generator Loss: 1.1423 Epoch 8/25... Discriminator Loss: 1.1302... Generator Loss: 1.5663 Epoch 8/25... Discriminator Loss: 1.1849... Generator Loss: 1.6984 Epoch 8/25... Discriminator Loss: 1.1982... Generator Loss: 1.2508 Epoch 8/25... Discriminator Loss: 1.8044... Generator Loss: 3.4690 Epoch 8/25... Discriminator Loss: 1.2371... Generator Loss: 1.9013 Epoch 8/25... Discriminator Loss: 0.8884... Generator Loss: 1.5366 Epoch 8/25... Discriminator Loss: 1.3106... Generator Loss: 1.0275 Epoch 8/25... Discriminator Loss: 1.0499... Generator Loss: 1.5545 Epoch 8/25... Discriminator Loss: 0.9698... Generator Loss: 1.6365
Epoch 8/25... Discriminator Loss: 1.0374... Generator Loss: 1.0789 Epoch 8/25... Discriminator Loss: 1.0575... Generator Loss: 1.6365 Epoch 8/25... Discriminator Loss: 0.9475... Generator Loss: 1.1554 Epoch 8/25... Discriminator Loss: 1.0330... Generator Loss: 1.9156 Epoch 8/25... Discriminator Loss: 1.0476... Generator Loss: 1.2479 Epoch 8/25... Discriminator Loss: 1.1254... Generator Loss: 1.2923 Epoch 8/25... Discriminator Loss: 1.0498... Generator Loss: 1.6534 Epoch 8/25... Discriminator Loss: 1.1396... Generator Loss: 1.5989 Epoch 9/25... Discriminator Loss: 0.9480... Generator Loss: 1.7108
Epoch 9/25... Discriminator Loss: 1.0539... Generator Loss: 1.6065 Epoch 9/25... Discriminator Loss: 1.1649... Generator Loss: 1.2054 Epoch 9/25... Discriminator Loss: 1.2992... Generator Loss: 2.4586 Epoch 9/25... Discriminator Loss: 1.0824... Generator Loss: 1.5103 Epoch 9/25... Discriminator Loss: 1.1873... Generator Loss: 2.0545 Epoch 9/25... Discriminator Loss: 1.0154... Generator Loss: 2.2491 Epoch 9/25... Discriminator Loss: 1.0570... Generator Loss: 1.2552 Epoch 9/25... Discriminator Loss: 0.9547... Generator Loss: 1.2730 Epoch 9/25... Discriminator Loss: 1.1759... Generator Loss: 1.2502 Epoch 9/25... Discriminator Loss: 1.0234... Generator Loss: 2.1576
Epoch 9/25... Discriminator Loss: 1.1942... Generator Loss: 0.8555 Epoch 9/25... Discriminator Loss: 1.1157... Generator Loss: 1.7362 Epoch 9/25... Discriminator Loss: 1.0074... Generator Loss: 2.2373 Epoch 9/25... Discriminator Loss: 0.9317... Generator Loss: 1.6344 Epoch 9/25... Discriminator Loss: 1.0996... Generator Loss: 1.7192 Epoch 9/25... Discriminator Loss: 1.2147... Generator Loss: 1.8140 Epoch 9/25... Discriminator Loss: 1.1571... Generator Loss: 1.4434 Epoch 9/25... Discriminator Loss: 1.0691... Generator Loss: 1.1573 Epoch 9/25... Discriminator Loss: 1.0790... Generator Loss: 1.6228 Epoch 9/25... Discriminator Loss: 1.1323... Generator Loss: 1.5334
Epoch 9/25... Discriminator Loss: 1.3303... Generator Loss: 0.8714 Epoch 9/25... Discriminator Loss: 1.0870... Generator Loss: 2.4497 Epoch 9/25... Discriminator Loss: 1.0001... Generator Loss: 1.2195 Epoch 9/25... Discriminator Loss: 1.0197... Generator Loss: 1.5384 Epoch 9/25... Discriminator Loss: 1.1806... Generator Loss: 2.0299 Epoch 9/25... Discriminator Loss: 1.1101... Generator Loss: 0.8546 Epoch 9/25... Discriminator Loss: 1.1208... Generator Loss: 1.3144 Epoch 9/25... Discriminator Loss: 1.0110... Generator Loss: 1.7441 Epoch 9/25... Discriminator Loss: 1.1962... Generator Loss: 1.9486 Epoch 9/25... Discriminator Loss: 1.2929... Generator Loss: 1.7398
Epoch 9/25... Discriminator Loss: 1.1809... Generator Loss: 1.9823 Epoch 9/25... Discriminator Loss: 1.0693... Generator Loss: 1.6690 Epoch 9/25... Discriminator Loss: 0.9880... Generator Loss: 1.5066 Epoch 9/25... Discriminator Loss: 1.1702... Generator Loss: 1.6680 Epoch 9/25... Discriminator Loss: 1.0834... Generator Loss: 1.6021 Epoch 9/25... Discriminator Loss: 1.4792... Generator Loss: 1.0196 Epoch 9/25... Discriminator Loss: 0.9884... Generator Loss: 1.3767 Epoch 9/25... Discriminator Loss: 1.0730... Generator Loss: 1.6171 Epoch 9/25... Discriminator Loss: 0.8981... Generator Loss: 1.7621 Epoch 9/25... Discriminator Loss: 2.1202... Generator Loss: 0.4523
Epoch 9/25... Discriminator Loss: 1.1692... Generator Loss: 1.3292 Epoch 9/25... Discriminator Loss: 1.1252... Generator Loss: 1.4942 Epoch 9/25... Discriminator Loss: 1.0588... Generator Loss: 1.9031 Epoch 9/25... Discriminator Loss: 1.2007... Generator Loss: 1.1282 Epoch 9/25... Discriminator Loss: 1.2597... Generator Loss: 2.3928 Epoch 9/25... Discriminator Loss: 1.0012... Generator Loss: 1.1477 Epoch 9/25... Discriminator Loss: 1.1483... Generator Loss: 1.5982 Epoch 9/25... Discriminator Loss: 1.0395... Generator Loss: 1.4922 Epoch 9/25... Discriminator Loss: 1.2647... Generator Loss: 1.6033 Epoch 9/25... Discriminator Loss: 1.0155... Generator Loss: 1.5691
Epoch 9/25... Discriminator Loss: 1.3380... Generator Loss: 1.2019 Epoch 9/25... Discriminator Loss: 0.9118... Generator Loss: 1.5534 Epoch 9/25... Discriminator Loss: 0.7914... Generator Loss: 1.6980 Epoch 9/25... Discriminator Loss: 0.8141... Generator Loss: 2.1852 Epoch 9/25... Discriminator Loss: 1.0893... Generator Loss: 2.2111 Epoch 9/25... Discriminator Loss: 1.5377... Generator Loss: 1.1836 Epoch 9/25... Discriminator Loss: 1.1287... Generator Loss: 1.4292 Epoch 9/25... Discriminator Loss: 1.1887... Generator Loss: 1.7868 Epoch 9/25... Discriminator Loss: 0.9476... Generator Loss: 1.3128 Epoch 9/25... Discriminator Loss: 1.2153... Generator Loss: 2.3594
Epoch 9/25... Discriminator Loss: 0.9354... Generator Loss: 2.0217 Epoch 9/25... Discriminator Loss: 0.9653... Generator Loss: 1.3472 Epoch 9/25... Discriminator Loss: 1.1903... Generator Loss: 1.7000 Epoch 9/25... Discriminator Loss: 1.2697... Generator Loss: 2.0928 Epoch 9/25... Discriminator Loss: 1.1999... Generator Loss: 1.3888 Epoch 9/25... Discriminator Loss: 1.4647... Generator Loss: 0.8966 Epoch 9/25... Discriminator Loss: 1.4584... Generator Loss: 2.0211 Epoch 9/25... Discriminator Loss: 1.1102... Generator Loss: 1.3097 Epoch 9/25... Discriminator Loss: 1.1237... Generator Loss: 1.3018 Epoch 9/25... Discriminator Loss: 1.1716... Generator Loss: 1.2810
Epoch 9/25... Discriminator Loss: 1.1483... Generator Loss: 1.2836 Epoch 9/25... Discriminator Loss: 1.2549... Generator Loss: 1.2286 Epoch 9/25... Discriminator Loss: 1.1364... Generator Loss: 1.2365 Epoch 9/25... Discriminator Loss: 1.0604... Generator Loss: 1.4573 Epoch 9/25... Discriminator Loss: 1.0278... Generator Loss: 1.3046 Epoch 9/25... Discriminator Loss: 1.2636... Generator Loss: 1.2567 Epoch 9/25... Discriminator Loss: 0.9329... Generator Loss: 2.0322 Epoch 9/25... Discriminator Loss: 1.1828... Generator Loss: 1.5551 Epoch 9/25... Discriminator Loss: 0.9498... Generator Loss: 1.3062 Epoch 9/25... Discriminator Loss: 1.0872... Generator Loss: 1.9244
Epoch 9/25... Discriminator Loss: 1.0598... Generator Loss: 1.5623 Epoch 9/25... Discriminator Loss: 1.0209... Generator Loss: 1.8895 Epoch 9/25... Discriminator Loss: 1.5405... Generator Loss: 2.7406 Epoch 9/25... Discriminator Loss: 1.3692... Generator Loss: 1.2746 Epoch 9/25... Discriminator Loss: 1.0753... Generator Loss: 1.0727 Epoch 9/25... Discriminator Loss: 1.1165... Generator Loss: 1.6699 Epoch 9/25... Discriminator Loss: 1.3994... Generator Loss: 2.6226 Epoch 9/25... Discriminator Loss: 1.2586... Generator Loss: 2.1987 Epoch 9/25... Discriminator Loss: 1.1230... Generator Loss: 1.4261 Epoch 9/25... Discriminator Loss: 1.2187... Generator Loss: 1.8918
Epoch 9/25... Discriminator Loss: 1.7387... Generator Loss: 0.6198 Epoch 9/25... Discriminator Loss: 1.0961... Generator Loss: 1.3332 Epoch 9/25... Discriminator Loss: 1.0709... Generator Loss: 1.5852 Epoch 9/25... Discriminator Loss: 1.0635... Generator Loss: 1.2139 Epoch 9/25... Discriminator Loss: 1.0873... Generator Loss: 1.9772 Epoch 9/25... Discriminator Loss: 1.0232... Generator Loss: 1.6245 Epoch 9/25... Discriminator Loss: 1.3562... Generator Loss: 0.8996 Epoch 9/25... Discriminator Loss: 0.9578... Generator Loss: 1.5398 Epoch 9/25... Discriminator Loss: 0.7231... Generator Loss: 1.4857 Epoch 9/25... Discriminator Loss: 1.1612... Generator Loss: 1.2886
Epoch 9/25... Discriminator Loss: 1.2555... Generator Loss: 1.6664 Epoch 9/25... Discriminator Loss: 1.2293... Generator Loss: 1.0964 Epoch 9/25... Discriminator Loss: 1.0058... Generator Loss: 1.8208 Epoch 9/25... Discriminator Loss: 1.1732... Generator Loss: 1.4490 Epoch 9/25... Discriminator Loss: 1.1641... Generator Loss: 2.2712 Epoch 9/25... Discriminator Loss: 1.0752... Generator Loss: 1.6404 Epoch 9/25... Discriminator Loss: 1.2140... Generator Loss: 1.3141 Epoch 9/25... Discriminator Loss: 1.1558... Generator Loss: 1.2409 Epoch 9/25... Discriminator Loss: 1.0685... Generator Loss: 1.4623 Epoch 9/25... Discriminator Loss: 0.9527... Generator Loss: 1.7046
Epoch 9/25... Discriminator Loss: 1.0464... Generator Loss: 1.5513 Epoch 9/25... Discriminator Loss: 0.8551... Generator Loss: 2.0543 Epoch 9/25... Discriminator Loss: 0.7883... Generator Loss: 2.8270 Epoch 9/25... Discriminator Loss: 1.5264... Generator Loss: 1.0283 Epoch 9/25... Discriminator Loss: 1.0553... Generator Loss: 2.8905 Epoch 9/25... Discriminator Loss: 1.0272... Generator Loss: 1.9341 Epoch 9/25... Discriminator Loss: 1.1082... Generator Loss: 1.2769 Epoch 9/25... Discriminator Loss: 1.1575... Generator Loss: 1.5870 Epoch 9/25... Discriminator Loss: 1.0001... Generator Loss: 1.8100 Epoch 9/25... Discriminator Loss: 1.0077... Generator Loss: 1.1631
Epoch 9/25... Discriminator Loss: 1.0001... Generator Loss: 1.6582 Epoch 9/25... Discriminator Loss: 0.7906... Generator Loss: 1.4067 Epoch 9/25... Discriminator Loss: 1.1856... Generator Loss: 1.7854 Epoch 9/25... Discriminator Loss: 1.1069... Generator Loss: 1.9504 Epoch 9/25... Discriminator Loss: 1.2069... Generator Loss: 1.2920 Epoch 9/25... Discriminator Loss: 1.0780... Generator Loss: 1.5056 Epoch 9/25... Discriminator Loss: 0.9982... Generator Loss: 1.4917 Epoch 9/25... Discriminator Loss: 1.1599... Generator Loss: 1.1482 Epoch 9/25... Discriminator Loss: 0.7897... Generator Loss: 1.6909 Epoch 9/25... Discriminator Loss: 1.9195... Generator Loss: 3.4092
Epoch 9/25... Discriminator Loss: 1.3104... Generator Loss: 1.3133 Epoch 9/25... Discriminator Loss: 0.9950... Generator Loss: 1.3362 Epoch 9/25... Discriminator Loss: 1.2773... Generator Loss: 2.4122 Epoch 9/25... Discriminator Loss: 1.4093... Generator Loss: 0.5624 Epoch 9/25... Discriminator Loss: 0.9987... Generator Loss: 1.3306 Epoch 9/25... Discriminator Loss: 1.0997... Generator Loss: 1.9424 Epoch 9/25... Discriminator Loss: 1.0229... Generator Loss: 2.1092 Epoch 9/25... Discriminator Loss: 1.0845... Generator Loss: 1.1048 Epoch 9/25... Discriminator Loss: 1.1034... Generator Loss: 1.1651 Epoch 9/25... Discriminator Loss: 1.2030... Generator Loss: 1.8569
Epoch 9/25... Discriminator Loss: 0.9774... Generator Loss: 1.5801 Epoch 9/25... Discriminator Loss: 1.1536... Generator Loss: 1.3270 Epoch 9/25... Discriminator Loss: 1.1346... Generator Loss: 1.1729 Epoch 9/25... Discriminator Loss: 1.1210... Generator Loss: 1.4565 Epoch 9/25... Discriminator Loss: 1.0861... Generator Loss: 1.4853 Epoch 9/25... Discriminator Loss: 1.1445... Generator Loss: 1.8311 Epoch 9/25... Discriminator Loss: 1.0107... Generator Loss: 1.5369 Epoch 9/25... Discriminator Loss: 1.0095... Generator Loss: 1.7066 Epoch 9/25... Discriminator Loss: 1.0661... Generator Loss: 1.7496 Epoch 9/25... Discriminator Loss: 1.1500... Generator Loss: 1.5825
Epoch 9/25... Discriminator Loss: 1.1633... Generator Loss: 1.5542 Epoch 9/25... Discriminator Loss: 1.0608... Generator Loss: 1.3584 Epoch 9/25... Discriminator Loss: 1.1476... Generator Loss: 0.8627 Epoch 9/25... Discriminator Loss: 1.0851... Generator Loss: 1.7571 Epoch 9/25... Discriminator Loss: 1.0826... Generator Loss: 1.5426 Epoch 9/25... Discriminator Loss: 0.8822... Generator Loss: 1.7479 Epoch 9/25... Discriminator Loss: 0.9830... Generator Loss: 1.4877 Epoch 9/25... Discriminator Loss: 1.1318... Generator Loss: 1.3702 Epoch 10/25... Discriminator Loss: 1.1906... Generator Loss: 2.6062
Epoch 10/25... Discriminator Loss: 1.0980... Generator Loss: 0.9789 Epoch 10/25... Discriminator Loss: 1.9059... Generator Loss: 1.2221 Epoch 10/25... Discriminator Loss: 1.1124... Generator Loss: 2.7791 Epoch 10/25... Discriminator Loss: 1.1521... Generator Loss: 1.5465 Epoch 10/25... Discriminator Loss: 0.9493... Generator Loss: 1.9044 Epoch 10/25... Discriminator Loss: 1.1206... Generator Loss: 1.7842 Epoch 10/25... Discriminator Loss: 1.2020... Generator Loss: 1.2663 Epoch 10/25... Discriminator Loss: 1.1272... Generator Loss: 1.4354 Epoch 10/25... Discriminator Loss: 0.9538... Generator Loss: 1.6684 Epoch 10/25... Discriminator Loss: 1.0500... Generator Loss: 1.7168
Epoch 10/25... Discriminator Loss: 1.1046... Generator Loss: 1.0811 Epoch 10/25... Discriminator Loss: 1.0021... Generator Loss: 1.4711 Epoch 10/25... Discriminator Loss: 0.9740... Generator Loss: 1.9250 Epoch 10/25... Discriminator Loss: 1.1981... Generator Loss: 1.2084 Epoch 10/25... Discriminator Loss: 1.0342... Generator Loss: 1.5607 Epoch 10/25... Discriminator Loss: 0.8906... Generator Loss: 1.4257 Epoch 10/25... Discriminator Loss: 1.0856... Generator Loss: 1.9747 Epoch 10/25... Discriminator Loss: 0.8375... Generator Loss: 1.3968 Epoch 10/25... Discriminator Loss: 1.0404... Generator Loss: 1.2583 Epoch 10/25... Discriminator Loss: 1.0440... Generator Loss: 1.6566
Epoch 10/25... Discriminator Loss: 1.1203... Generator Loss: 1.4258 Epoch 10/25... Discriminator Loss: 1.1072... Generator Loss: 1.4174 Epoch 10/25... Discriminator Loss: 1.0543... Generator Loss: 1.6006 Epoch 10/25... Discriminator Loss: 1.0567... Generator Loss: 1.5860 Epoch 10/25... Discriminator Loss: 1.3706... Generator Loss: 2.4692 Epoch 10/25... Discriminator Loss: 1.2103... Generator Loss: 1.3337 Epoch 10/25... Discriminator Loss: 0.9621... Generator Loss: 1.7243 Epoch 10/25... Discriminator Loss: 1.0969... Generator Loss: 2.0306 Epoch 10/25... Discriminator Loss: 1.0562... Generator Loss: 2.3201 Epoch 10/25... Discriminator Loss: 1.0948... Generator Loss: 1.7447
Epoch 10/25... Discriminator Loss: 1.1436... Generator Loss: 1.4870 Epoch 10/25... Discriminator Loss: 1.1030... Generator Loss: 1.3917 Epoch 10/25... Discriminator Loss: 0.8363... Generator Loss: 1.8716 Epoch 10/25... Discriminator Loss: 1.1329... Generator Loss: 1.1863 Epoch 10/25... Discriminator Loss: 0.9510... Generator Loss: 1.4643 Epoch 10/25... Discriminator Loss: 1.3945... Generator Loss: 0.7872 Epoch 10/25... Discriminator Loss: 1.1240... Generator Loss: 1.6154 Epoch 10/25... Discriminator Loss: 1.2479... Generator Loss: 1.1255 Epoch 10/25... Discriminator Loss: 0.9398... Generator Loss: 1.5357 Epoch 10/25... Discriminator Loss: 1.5007... Generator Loss: 0.9506
Epoch 10/25... Discriminator Loss: 1.0899... Generator Loss: 1.6275 Epoch 10/25... Discriminator Loss: 0.9321... Generator Loss: 1.5380 Epoch 10/25... Discriminator Loss: 1.0496... Generator Loss: 1.3774 Epoch 10/25... Discriminator Loss: 1.1185... Generator Loss: 1.2697 Epoch 10/25... Discriminator Loss: 1.3171... Generator Loss: 0.8686 Epoch 10/25... Discriminator Loss: 0.9237... Generator Loss: 1.4330 Epoch 10/25... Discriminator Loss: 1.0152... Generator Loss: 1.5954 Epoch 10/25... Discriminator Loss: 0.9576... Generator Loss: 1.5195 Epoch 10/25... Discriminator Loss: 1.2074... Generator Loss: 0.9889 Epoch 10/25... Discriminator Loss: 1.3058... Generator Loss: 2.9819
Epoch 10/25... Discriminator Loss: 1.0888... Generator Loss: 1.0948 Epoch 10/25... Discriminator Loss: 1.0784... Generator Loss: 1.4304 Epoch 10/25... Discriminator Loss: 1.0881... Generator Loss: 1.4600 Epoch 10/25... Discriminator Loss: 1.1388... Generator Loss: 1.8300 Epoch 10/25... Discriminator Loss: 1.2168... Generator Loss: 1.9710 Epoch 10/25... Discriminator Loss: 1.2098... Generator Loss: 1.8127 Epoch 10/25... Discriminator Loss: 1.2041... Generator Loss: 1.2002 Epoch 10/25... Discriminator Loss: 1.1559... Generator Loss: 1.0953 Epoch 10/25... Discriminator Loss: 0.9405... Generator Loss: 1.2670 Epoch 10/25... Discriminator Loss: 1.0067... Generator Loss: 1.4792
Epoch 10/25... Discriminator Loss: 1.1210... Generator Loss: 1.9608 Epoch 10/25... Discriminator Loss: 1.0791... Generator Loss: 1.3356 Epoch 10/25... Discriminator Loss: 1.2473... Generator Loss: 1.0099 Epoch 10/25... Discriminator Loss: 1.2152... Generator Loss: 1.1306 Epoch 10/25... Discriminator Loss: 1.0476... Generator Loss: 1.1982 Epoch 10/25... Discriminator Loss: 1.0890... Generator Loss: 0.9697 Epoch 10/25... Discriminator Loss: 1.0303... Generator Loss: 1.2673 Epoch 10/25... Discriminator Loss: 1.1125... Generator Loss: 1.2360 Epoch 10/25... Discriminator Loss: 1.1206... Generator Loss: 1.2800 Epoch 10/25... Discriminator Loss: 1.2013... Generator Loss: 1.0211
Epoch 10/25... Discriminator Loss: 1.2128... Generator Loss: 1.2943 Epoch 10/25... Discriminator Loss: 0.9741... Generator Loss: 1.8860 Epoch 10/25... Discriminator Loss: 1.1076... Generator Loss: 1.8605 Epoch 10/25... Discriminator Loss: 1.0534... Generator Loss: 1.1893 Epoch 10/25... Discriminator Loss: 0.9200... Generator Loss: 1.3837 Epoch 10/25... Discriminator Loss: 1.2706... Generator Loss: 0.9143 Epoch 10/25... Discriminator Loss: 1.0527... Generator Loss: 1.1270 Epoch 10/25... Discriminator Loss: 1.0475... Generator Loss: 1.5131 Epoch 10/25... Discriminator Loss: 1.2190... Generator Loss: 1.2739 Epoch 10/25... Discriminator Loss: 0.9717... Generator Loss: 1.7366
Epoch 10/25... Discriminator Loss: 1.2100... Generator Loss: 1.9057 Epoch 10/25... Discriminator Loss: 0.8828... Generator Loss: 1.7423 Epoch 10/25... Discriminator Loss: 1.3696... Generator Loss: 1.4518 Epoch 10/25... Discriminator Loss: 1.1519... Generator Loss: 1.4637 Epoch 10/25... Discriminator Loss: 0.9088... Generator Loss: 1.5296 Epoch 10/25... Discriminator Loss: 0.9470... Generator Loss: 1.4626 Epoch 10/25... Discriminator Loss: 1.2554... Generator Loss: 1.7535 Epoch 10/25... Discriminator Loss: 1.2789... Generator Loss: 2.0491 Epoch 10/25... Discriminator Loss: 1.1895... Generator Loss: 1.6411 Epoch 10/25... Discriminator Loss: 1.0359... Generator Loss: 1.8882
Epoch 10/25... Discriminator Loss: 1.4442... Generator Loss: 0.8573 Epoch 10/25... Discriminator Loss: 1.1789... Generator Loss: 1.3523 Epoch 10/25... Discriminator Loss: 1.0997... Generator Loss: 1.1399 Epoch 10/25... Discriminator Loss: 0.9874... Generator Loss: 1.1762 Epoch 10/25... Discriminator Loss: 1.1634... Generator Loss: 2.1028 Epoch 10/25... Discriminator Loss: 1.1407... Generator Loss: 1.3219 Epoch 10/25... Discriminator Loss: 1.0366... Generator Loss: 1.3035 Epoch 10/25... Discriminator Loss: 1.3048... Generator Loss: 0.9189 Epoch 10/25... Discriminator Loss: 1.0358... Generator Loss: 1.1760 Epoch 10/25... Discriminator Loss: 0.9824... Generator Loss: 1.9052
Epoch 10/25... Discriminator Loss: 1.3273... Generator Loss: 1.8752 Epoch 10/25... Discriminator Loss: 1.1808... Generator Loss: 1.0689 Epoch 10/25... Discriminator Loss: 1.0422... Generator Loss: 1.2798 Epoch 10/25... Discriminator Loss: 1.1218... Generator Loss: 1.4997 Epoch 10/25... Discriminator Loss: 1.0480... Generator Loss: 1.8342 Epoch 10/25... Discriminator Loss: 1.0114... Generator Loss: 1.4654 Epoch 10/25... Discriminator Loss: 1.0125... Generator Loss: 1.5531 Epoch 10/25... Discriminator Loss: 1.2263... Generator Loss: 1.7705 Epoch 10/25... Discriminator Loss: 1.1078... Generator Loss: 1.4487 Epoch 10/25... Discriminator Loss: 1.1366... Generator Loss: 1.3380
Epoch 10/25... Discriminator Loss: 1.0746... Generator Loss: 1.9390 Epoch 10/25... Discriminator Loss: 1.2096... Generator Loss: 1.1240 Epoch 10/25... Discriminator Loss: 1.2113... Generator Loss: 1.5495 Epoch 10/25... Discriminator Loss: 1.0143... Generator Loss: 1.6055 Epoch 10/25... Discriminator Loss: 1.0851... Generator Loss: 3.2414 Epoch 10/25... Discriminator Loss: 1.0490... Generator Loss: 1.7590 Epoch 10/25... Discriminator Loss: 1.0446... Generator Loss: 1.6898 Epoch 10/25... Discriminator Loss: 1.6159... Generator Loss: 0.8199 Epoch 10/25... Discriminator Loss: 0.9993... Generator Loss: 1.5996 Epoch 10/25... Discriminator Loss: 1.0540... Generator Loss: 1.2327
Epoch 10/25... Discriminator Loss: 1.1070... Generator Loss: 1.4655 Epoch 10/25... Discriminator Loss: 1.2594... Generator Loss: 2.6008 Epoch 10/25... Discriminator Loss: 1.0774... Generator Loss: 1.2517 Epoch 10/25... Discriminator Loss: 1.1236... Generator Loss: 2.0723 Epoch 10/25... Discriminator Loss: 1.2482... Generator Loss: 1.7399 Epoch 10/25... Discriminator Loss: 1.0725... Generator Loss: 1.1616 Epoch 10/25... Discriminator Loss: 1.0315... Generator Loss: 1.2446 Epoch 10/25... Discriminator Loss: 1.1137... Generator Loss: 0.9994 Epoch 10/25... Discriminator Loss: 0.9912... Generator Loss: 1.4918 Epoch 10/25... Discriminator Loss: 1.0933... Generator Loss: 1.6422
Epoch 10/25... Discriminator Loss: 1.1798... Generator Loss: 0.9209 Epoch 10/25... Discriminator Loss: 1.1510... Generator Loss: 1.3089 Epoch 10/25... Discriminator Loss: 1.0728... Generator Loss: 1.2403 Epoch 10/25... Discriminator Loss: 1.0588... Generator Loss: 0.7219 Epoch 10/25... Discriminator Loss: 0.9158... Generator Loss: 2.1090 Epoch 10/25... Discriminator Loss: 1.0629... Generator Loss: 1.6324 Epoch 10/25... Discriminator Loss: 1.1799... Generator Loss: 1.3836 Epoch 10/25... Discriminator Loss: 1.1373... Generator Loss: 1.4793 Epoch 10/25... Discriminator Loss: 1.1200... Generator Loss: 1.3743 Epoch 10/25... Discriminator Loss: 1.2204... Generator Loss: 1.0851
Epoch 10/25... Discriminator Loss: 1.0740... Generator Loss: 1.2233 Epoch 10/25... Discriminator Loss: 1.1914... Generator Loss: 1.1376 Epoch 10/25... Discriminator Loss: 1.0898... Generator Loss: 1.5046 Epoch 10/25... Discriminator Loss: 0.9710... Generator Loss: 1.3422 Epoch 10/25... Discriminator Loss: 0.9256... Generator Loss: 1.4988 Epoch 10/25... Discriminator Loss: 0.8838... Generator Loss: 1.6266 Epoch 10/25... Discriminator Loss: 1.4341... Generator Loss: 2.2730 Epoch 10/25... Discriminator Loss: 1.0703... Generator Loss: 1.9141 Epoch 10/25... Discriminator Loss: 1.1768... Generator Loss: 0.9471 Epoch 10/25... Discriminator Loss: 1.0294... Generator Loss: 1.4916
Epoch 10/25... Discriminator Loss: 0.9034... Generator Loss: 1.6530 Epoch 10/25... Discriminator Loss: 1.0811... Generator Loss: 1.6720 Epoch 10/25... Discriminator Loss: 1.0120... Generator Loss: 1.3184 Epoch 10/25... Discriminator Loss: 1.2515... Generator Loss: 1.9605 Epoch 10/25... Discriminator Loss: 0.9901... Generator Loss: 1.5936 Epoch 10/25... Discriminator Loss: 1.3012... Generator Loss: 1.0071 Epoch 10/25... Discriminator Loss: 1.0714... Generator Loss: 1.5835 Epoch 10/25... Discriminator Loss: 1.1029... Generator Loss: 1.5294 Epoch 11/25... Discriminator Loss: 1.1956... Generator Loss: 1.9198
Epoch 11/25... Discriminator Loss: 1.1575... Generator Loss: 1.5207 Epoch 11/25... Discriminator Loss: 0.9838... Generator Loss: 1.4688 Epoch 11/25... Discriminator Loss: 1.1587... Generator Loss: 1.3449 Epoch 11/25... Discriminator Loss: 1.1817... Generator Loss: 1.0653 Epoch 11/25... Discriminator Loss: 1.3190... Generator Loss: 0.9085 Epoch 11/25... Discriminator Loss: 0.9174... Generator Loss: 2.2367 Epoch 11/25... Discriminator Loss: 1.1024... Generator Loss: 1.1895 Epoch 11/25... Discriminator Loss: 0.9815... Generator Loss: 1.6250 Epoch 11/25... Discriminator Loss: 1.0240... Generator Loss: 1.6993 Epoch 11/25... Discriminator Loss: 1.0093... Generator Loss: 1.7309
Epoch 11/25... Discriminator Loss: 1.0930... Generator Loss: 1.0144 Epoch 11/25... Discriminator Loss: 1.0084... Generator Loss: 1.8509 Epoch 11/25... Discriminator Loss: 1.3789... Generator Loss: 1.1752 Epoch 11/25... Discriminator Loss: 1.4692... Generator Loss: 1.1245 Epoch 11/25... Discriminator Loss: 1.0662... Generator Loss: 1.6831 Epoch 11/25... Discriminator Loss: 1.2340... Generator Loss: 1.1923 Epoch 11/25... Discriminator Loss: 1.0835... Generator Loss: 1.4771 Epoch 11/25... Discriminator Loss: 0.8445... Generator Loss: 1.5293 Epoch 11/25... Discriminator Loss: 1.1796... Generator Loss: 1.9519 Epoch 11/25... Discriminator Loss: 1.0746... Generator Loss: 1.3758
Epoch 11/25... Discriminator Loss: 1.1122... Generator Loss: 1.4100 Epoch 11/25... Discriminator Loss: 1.2840... Generator Loss: 1.0862 Epoch 11/25... Discriminator Loss: 1.2215... Generator Loss: 1.1372 Epoch 11/25... Discriminator Loss: 0.8571... Generator Loss: 1.6845 Epoch 11/25... Discriminator Loss: 1.1695... Generator Loss: 1.0981 Epoch 11/25... Discriminator Loss: 1.5253... Generator Loss: 0.7287 Epoch 11/25... Discriminator Loss: 1.1012... Generator Loss: 1.0915 Epoch 11/25... Discriminator Loss: 0.7558... Generator Loss: 2.0344 Epoch 11/25... Discriminator Loss: 1.0892... Generator Loss: 2.3291 Epoch 11/25... Discriminator Loss: 1.1556... Generator Loss: 1.3640
Epoch 11/25... Discriminator Loss: 1.1216... Generator Loss: 1.0791 Epoch 11/25... Discriminator Loss: 1.0585... Generator Loss: 1.2949 Epoch 11/25... Discriminator Loss: 1.0070... Generator Loss: 1.3741 Epoch 11/25... Discriminator Loss: 1.1818... Generator Loss: 0.9801 Epoch 11/25... Discriminator Loss: 1.3104... Generator Loss: 2.2349 Epoch 11/25... Discriminator Loss: 0.9391... Generator Loss: 1.3976 Epoch 11/25... Discriminator Loss: 0.9635... Generator Loss: 1.4446 Epoch 11/25... Discriminator Loss: 1.2084... Generator Loss: 1.5756 Epoch 11/25... Discriminator Loss: 1.0925... Generator Loss: 1.7052 Epoch 11/25... Discriminator Loss: 1.3366... Generator Loss: 0.7305
Epoch 11/25... Discriminator Loss: 1.0329... Generator Loss: 1.2873 Epoch 11/25... Discriminator Loss: 1.2541... Generator Loss: 1.8414 Epoch 11/25... Discriminator Loss: 1.2512... Generator Loss: 1.0500 Epoch 11/25... Discriminator Loss: 1.0370... Generator Loss: 1.2910 Epoch 11/25... Discriminator Loss: 1.1807... Generator Loss: 1.2791 Epoch 11/25... Discriminator Loss: 0.9668... Generator Loss: 1.6794 Epoch 11/25... Discriminator Loss: 1.3922... Generator Loss: 2.0227 Epoch 11/25... Discriminator Loss: 0.9890... Generator Loss: 1.7104 Epoch 11/25... Discriminator Loss: 1.1617... Generator Loss: 1.5175 Epoch 11/25... Discriminator Loss: 1.0422... Generator Loss: 1.4439
Epoch 11/25... Discriminator Loss: 1.0296... Generator Loss: 1.2613 Epoch 11/25... Discriminator Loss: 1.3538... Generator Loss: 0.7119 Epoch 11/25... Discriminator Loss: 0.8759... Generator Loss: 1.4434 Epoch 11/25... Discriminator Loss: 1.3431... Generator Loss: 2.7842 Epoch 11/25... Discriminator Loss: 1.1683... Generator Loss: 2.3390 Epoch 11/25... Discriminator Loss: 0.9599... Generator Loss: 1.1506 Epoch 11/25... Discriminator Loss: 1.2061... Generator Loss: 1.8460 Epoch 11/25... Discriminator Loss: 1.1852... Generator Loss: 1.3148 Epoch 11/25... Discriminator Loss: 0.9841... Generator Loss: 1.3261 Epoch 11/25... Discriminator Loss: 1.0140... Generator Loss: 1.8845
Epoch 11/25... Discriminator Loss: 1.0829... Generator Loss: 2.2375 Epoch 11/25... Discriminator Loss: 1.1422... Generator Loss: 1.6758 Epoch 11/25... Discriminator Loss: 1.7640... Generator Loss: 0.8325 Epoch 11/25... Discriminator Loss: 1.2406... Generator Loss: 1.6121 Epoch 11/25... Discriminator Loss: 1.0295... Generator Loss: 1.5537 Epoch 11/25... Discriminator Loss: 1.4975... Generator Loss: 0.9008 Epoch 11/25... Discriminator Loss: 1.0101... Generator Loss: 1.3170 Epoch 11/25... Discriminator Loss: 1.4017... Generator Loss: 0.5100 Epoch 11/25... Discriminator Loss: 1.0626... Generator Loss: 1.4258 Epoch 11/25... Discriminator Loss: 1.0547... Generator Loss: 1.2245
Epoch 11/25... Discriminator Loss: 1.0530... Generator Loss: 1.6227 Epoch 11/25... Discriminator Loss: 0.9396... Generator Loss: 1.6974 Epoch 11/25... Discriminator Loss: 1.1379... Generator Loss: 1.2279 Epoch 11/25... Discriminator Loss: 1.0332... Generator Loss: 1.4293 Epoch 11/25... Discriminator Loss: 1.2297... Generator Loss: 1.3341 Epoch 11/25... Discriminator Loss: 1.1038... Generator Loss: 1.0987 Epoch 11/25... Discriminator Loss: 0.9977... Generator Loss: 1.2458 Epoch 11/25... Discriminator Loss: 1.0568... Generator Loss: 1.3690 Epoch 11/25... Discriminator Loss: 1.1187... Generator Loss: 1.9252 Epoch 11/25... Discriminator Loss: 1.1477... Generator Loss: 1.7515
Epoch 11/25... Discriminator Loss: 1.0621... Generator Loss: 1.5911 Epoch 11/25... Discriminator Loss: 1.1152... Generator Loss: 1.3371 Epoch 11/25... Discriminator Loss: 1.0734... Generator Loss: 1.9087 Epoch 11/25... Discriminator Loss: 1.3704... Generator Loss: 0.7213 Epoch 11/25... Discriminator Loss: 1.1710... Generator Loss: 1.4467 Epoch 11/25... Discriminator Loss: 0.9510... Generator Loss: 2.2175 Epoch 11/25... Discriminator Loss: 1.1393... Generator Loss: 1.8766 Epoch 11/25... Discriminator Loss: 1.0271... Generator Loss: 1.5853 Epoch 11/25... Discriminator Loss: 1.0552... Generator Loss: 1.0743 Epoch 11/25... Discriminator Loss: 1.4072... Generator Loss: 1.6807
Epoch 11/25... Discriminator Loss: 1.2232... Generator Loss: 0.9367 Epoch 11/25... Discriminator Loss: 1.0776... Generator Loss: 1.4734 Epoch 11/25... Discriminator Loss: 1.2332... Generator Loss: 2.1568 Epoch 11/25... Discriminator Loss: 1.1623... Generator Loss: 1.0014 Epoch 11/25... Discriminator Loss: 0.8738... Generator Loss: 1.6789 Epoch 11/25... Discriminator Loss: 1.0764... Generator Loss: 1.4204 Epoch 11/25... Discriminator Loss: 0.9291... Generator Loss: 1.2597 Epoch 11/25... Discriminator Loss: 1.7284... Generator Loss: 0.9461 Epoch 11/25... Discriminator Loss: 1.1012... Generator Loss: 1.1421 Epoch 11/25... Discriminator Loss: 1.1163... Generator Loss: 1.6139
Epoch 11/25... Discriminator Loss: 0.9972... Generator Loss: 1.1444 Epoch 11/25... Discriminator Loss: 1.1064... Generator Loss: 2.4928 Epoch 11/25... Discriminator Loss: 1.1412... Generator Loss: 1.7671 Epoch 11/25... Discriminator Loss: 1.1138... Generator Loss: 1.6661 Epoch 11/25... Discriminator Loss: 1.0587... Generator Loss: 1.7774 Epoch 11/25... Discriminator Loss: 1.1839... Generator Loss: 0.9712 Epoch 11/25... Discriminator Loss: 1.1897... Generator Loss: 1.6498 Epoch 11/25... Discriminator Loss: 0.9952... Generator Loss: 2.0233 Epoch 11/25... Discriminator Loss: 1.0243... Generator Loss: 1.9540 Epoch 11/25... Discriminator Loss: 1.1571... Generator Loss: 1.2943
Epoch 11/25... Discriminator Loss: 1.1540... Generator Loss: 1.5521 Epoch 11/25... Discriminator Loss: 1.0054... Generator Loss: 1.5039 Epoch 11/25... Discriminator Loss: 1.2438... Generator Loss: 1.3517 Epoch 11/25... Discriminator Loss: 0.9375... Generator Loss: 1.3911 Epoch 11/25... Discriminator Loss: 1.0127... Generator Loss: 2.4377 Epoch 11/25... Discriminator Loss: 1.0458... Generator Loss: 1.4580 Epoch 11/25... Discriminator Loss: 1.2303... Generator Loss: 1.4773 Epoch 11/25... Discriminator Loss: 1.0763... Generator Loss: 1.2525 Epoch 11/25... Discriminator Loss: 1.0770... Generator Loss: 1.7109 Epoch 11/25... Discriminator Loss: 1.0534... Generator Loss: 1.5477
Epoch 11/25... Discriminator Loss: 1.2254... Generator Loss: 1.0023 Epoch 11/25... Discriminator Loss: 0.9131... Generator Loss: 1.3759 Epoch 11/25... Discriminator Loss: 0.7934... Generator Loss: 1.5000 Epoch 11/25... Discriminator Loss: 1.0525... Generator Loss: 1.8424 Epoch 11/25... Discriminator Loss: 1.2835... Generator Loss: 2.4761 Epoch 11/25... Discriminator Loss: 1.0126... Generator Loss: 1.1508 Epoch 11/25... Discriminator Loss: 1.3648... Generator Loss: 0.9193 Epoch 11/25... Discriminator Loss: 1.2229... Generator Loss: 1.0350 Epoch 11/25... Discriminator Loss: 0.8202... Generator Loss: 1.5936 Epoch 11/25... Discriminator Loss: 1.0956... Generator Loss: 1.2194
Epoch 11/25... Discriminator Loss: 1.0205... Generator Loss: 1.3491 Epoch 11/25... Discriminator Loss: 0.9316... Generator Loss: 1.5853 Epoch 11/25... Discriminator Loss: 1.0823... Generator Loss: 1.3299 Epoch 11/25... Discriminator Loss: 1.4127... Generator Loss: 0.8063 Epoch 11/25... Discriminator Loss: 1.0792... Generator Loss: 1.6710 Epoch 11/25... Discriminator Loss: 1.0902... Generator Loss: 1.2329 Epoch 11/25... Discriminator Loss: 1.1377... Generator Loss: 1.6633 Epoch 11/25... Discriminator Loss: 1.0689... Generator Loss: 1.5247 Epoch 11/25... Discriminator Loss: 1.0933... Generator Loss: 2.1990 Epoch 11/25... Discriminator Loss: 1.3115... Generator Loss: 1.5979
Epoch 11/25... Discriminator Loss: 0.9715... Generator Loss: 1.5762 Epoch 11/25... Discriminator Loss: 1.0171... Generator Loss: 1.6358 Epoch 11/25... Discriminator Loss: 0.9276... Generator Loss: 1.5110 Epoch 11/25... Discriminator Loss: 0.9849... Generator Loss: 1.5317 Epoch 11/25... Discriminator Loss: 1.1485... Generator Loss: 1.2558 Epoch 11/25... Discriminator Loss: 1.3493... Generator Loss: 2.1777 Epoch 11/25... Discriminator Loss: 0.9998... Generator Loss: 1.4761 Epoch 11/25... Discriminator Loss: 1.1758... Generator Loss: 1.5297 Epoch 11/25... Discriminator Loss: 0.9327... Generator Loss: 1.4767 Epoch 11/25... Discriminator Loss: 1.1687... Generator Loss: 1.6621
Epoch 11/25... Discriminator Loss: 0.9879... Generator Loss: 1.2839 Epoch 11/25... Discriminator Loss: 0.7867... Generator Loss: 1.8751 Epoch 11/25... Discriminator Loss: 1.1747... Generator Loss: 1.5198 Epoch 11/25... Discriminator Loss: 0.8132... Generator Loss: 2.0483 Epoch 11/25... Discriminator Loss: 1.0911... Generator Loss: 1.2697 Epoch 11/25... Discriminator Loss: 1.3075... Generator Loss: 1.1131 Epoch 11/25... Discriminator Loss: 1.0662... Generator Loss: 1.3227 Epoch 11/25... Discriminator Loss: 1.3753... Generator Loss: 1.5797 Epoch 12/25... Discriminator Loss: 1.0381... Generator Loss: 1.1709
Epoch 12/25... Discriminator Loss: 1.1293... Generator Loss: 1.7285 Epoch 12/25... Discriminator Loss: 1.2116... Generator Loss: 1.0834 Epoch 12/25... Discriminator Loss: 1.1884... Generator Loss: 2.6009 Epoch 12/25... Discriminator Loss: 1.1333... Generator Loss: 1.1288 Epoch 12/25... Discriminator Loss: 1.0373... Generator Loss: 1.6215 Epoch 12/25... Discriminator Loss: 0.9360... Generator Loss: 1.8331 Epoch 12/25... Discriminator Loss: 1.3467... Generator Loss: 1.0985 Epoch 12/25... Discriminator Loss: 1.1447... Generator Loss: 1.8648 Epoch 12/25... Discriminator Loss: 0.8677... Generator Loss: 1.2162 Epoch 12/25... Discriminator Loss: 0.9684... Generator Loss: 1.9432
Epoch 12/25... Discriminator Loss: 0.9179... Generator Loss: 1.3005 Epoch 12/25... Discriminator Loss: 1.0495... Generator Loss: 1.2416 Epoch 12/25... Discriminator Loss: 1.1888... Generator Loss: 1.7219 Epoch 12/25... Discriminator Loss: 1.4692... Generator Loss: 0.8038 Epoch 12/25... Discriminator Loss: 1.2190... Generator Loss: 1.3933 Epoch 12/25... Discriminator Loss: 1.1645... Generator Loss: 1.4662 Epoch 12/25... Discriminator Loss: 1.0085... Generator Loss: 1.6455 Epoch 12/25... Discriminator Loss: 0.9396... Generator Loss: 1.6910 Epoch 12/25... Discriminator Loss: 1.2001... Generator Loss: 2.0096 Epoch 12/25... Discriminator Loss: 1.0528... Generator Loss: 1.5947
Epoch 12/25... Discriminator Loss: 0.9085... Generator Loss: 1.6048 Epoch 12/25... Discriminator Loss: 1.0603... Generator Loss: 1.9249 Epoch 12/25... Discriminator Loss: 1.1564... Generator Loss: 2.3018 Epoch 12/25... Discriminator Loss: 1.3895... Generator Loss: 1.0563 Epoch 12/25... Discriminator Loss: 0.9712... Generator Loss: 1.5340 Epoch 12/25... Discriminator Loss: 1.1393... Generator Loss: 1.5935 Epoch 12/25... Discriminator Loss: 1.2770... Generator Loss: 1.0257 Epoch 12/25... Discriminator Loss: 0.9025... Generator Loss: 1.7431 Epoch 12/25... Discriminator Loss: 1.1524... Generator Loss: 2.0948 Epoch 12/25... Discriminator Loss: 1.1200... Generator Loss: 1.4737
Epoch 12/25... Discriminator Loss: 1.0427... Generator Loss: 1.4041 Epoch 12/25... Discriminator Loss: 1.1697... Generator Loss: 1.4872 Epoch 12/25... Discriminator Loss: 1.0577... Generator Loss: 2.0132 Epoch 12/25... Discriminator Loss: 1.1850... Generator Loss: 1.0113 Epoch 12/25... Discriminator Loss: 1.0301... Generator Loss: 1.6608 Epoch 12/25... Discriminator Loss: 1.0290... Generator Loss: 2.2694 Epoch 12/25... Discriminator Loss: 0.9764... Generator Loss: 1.6692 Epoch 12/25... Discriminator Loss: 1.4714... Generator Loss: 3.1192 Epoch 12/25... Discriminator Loss: 1.0411... Generator Loss: 1.2281 Epoch 12/25... Discriminator Loss: 1.1787... Generator Loss: 1.2281
Epoch 12/25... Discriminator Loss: 0.8539... Generator Loss: 1.3922 Epoch 12/25... Discriminator Loss: 0.7135... Generator Loss: 1.6520 Epoch 12/25... Discriminator Loss: 1.2830... Generator Loss: 1.7936 Epoch 12/25... Discriminator Loss: 0.9878... Generator Loss: 1.3629 Epoch 12/25... Discriminator Loss: 1.2384... Generator Loss: 0.6877 Epoch 12/25... Discriminator Loss: 1.2633... Generator Loss: 1.0471 Epoch 12/25... Discriminator Loss: 1.2041... Generator Loss: 1.4758 Epoch 12/25... Discriminator Loss: 1.1645... Generator Loss: 1.3174 Epoch 12/25... Discriminator Loss: 1.3029... Generator Loss: 0.8127 Epoch 12/25... Discriminator Loss: 1.3239... Generator Loss: 1.2081
Epoch 12/25... Discriminator Loss: 1.1571... Generator Loss: 0.9764 Epoch 12/25... Discriminator Loss: 1.1328... Generator Loss: 1.4367 Epoch 12/25... Discriminator Loss: 1.2219... Generator Loss: 1.3913 Epoch 12/25... Discriminator Loss: 1.0198... Generator Loss: 1.8014 Epoch 12/25... Discriminator Loss: 1.1985... Generator Loss: 1.6919 Epoch 12/25... Discriminator Loss: 1.4454... Generator Loss: 1.6710 Epoch 12/25... Discriminator Loss: 1.2108... Generator Loss: 1.4331 Epoch 12/25... Discriminator Loss: 1.3261... Generator Loss: 1.1050 Epoch 12/25... Discriminator Loss: 0.9948... Generator Loss: 1.4223 Epoch 12/25... Discriminator Loss: 1.2373... Generator Loss: 2.0096
Epoch 12/25... Discriminator Loss: 1.2123... Generator Loss: 1.7651 Epoch 12/25... Discriminator Loss: 1.1053... Generator Loss: 1.1456 Epoch 12/25... Discriminator Loss: 1.3473... Generator Loss: 1.6151 Epoch 12/25... Discriminator Loss: 1.2999... Generator Loss: 1.2418 Epoch 12/25... Discriminator Loss: 0.9632... Generator Loss: 1.4584 Epoch 12/25... Discriminator Loss: 1.1649... Generator Loss: 1.0410 Epoch 12/25... Discriminator Loss: 1.5420... Generator Loss: 2.1031 Epoch 12/25... Discriminator Loss: 1.0435... Generator Loss: 1.4891 Epoch 12/25... Discriminator Loss: 1.2318... Generator Loss: 1.0402 Epoch 12/25... Discriminator Loss: 1.1403... Generator Loss: 1.1672
Epoch 12/25... Discriminator Loss: 1.1653... Generator Loss: 1.4627 Epoch 12/25... Discriminator Loss: 1.1149... Generator Loss: 1.3375 Epoch 12/25... Discriminator Loss: 1.1542... Generator Loss: 1.2447 Epoch 12/25... Discriminator Loss: 1.0557... Generator Loss: 1.2479 Epoch 12/25... Discriminator Loss: 1.2620... Generator Loss: 1.7634 Epoch 12/25... Discriminator Loss: 1.0839... Generator Loss: 1.5252 Epoch 12/25... Discriminator Loss: 1.0598... Generator Loss: 1.0747 Epoch 12/25... Discriminator Loss: 1.1729... Generator Loss: 1.2174 Epoch 12/25... Discriminator Loss: 1.1897... Generator Loss: 0.9169 Epoch 12/25... Discriminator Loss: 1.2640... Generator Loss: 1.8134
Epoch 12/25... Discriminator Loss: 1.0795... Generator Loss: 1.8683 Epoch 12/25... Discriminator Loss: 1.0566... Generator Loss: 1.8402 Epoch 12/25... Discriminator Loss: 1.1488... Generator Loss: 1.7082 Epoch 12/25... Discriminator Loss: 1.2704... Generator Loss: 1.0303 Epoch 12/25... Discriminator Loss: 1.0583... Generator Loss: 1.2987 Epoch 12/25... Discriminator Loss: 1.0942... Generator Loss: 1.6248 Epoch 12/25... Discriminator Loss: 0.9785... Generator Loss: 1.8698 Epoch 12/25... Discriminator Loss: 0.9792... Generator Loss: 2.1133 Epoch 12/25... Discriminator Loss: 1.3712... Generator Loss: 1.0575 Epoch 12/25... Discriminator Loss: 1.1029... Generator Loss: 1.5611
Epoch 12/25... Discriminator Loss: 1.0619... Generator Loss: 1.1059 Epoch 12/25... Discriminator Loss: 1.1071... Generator Loss: 1.6630 Epoch 12/25... Discriminator Loss: 1.2025... Generator Loss: 1.5215 Epoch 12/25... Discriminator Loss: 0.8844... Generator Loss: 1.3761 Epoch 12/25... Discriminator Loss: 1.0724... Generator Loss: 1.2788 Epoch 12/25... Discriminator Loss: 1.1428... Generator Loss: 1.1745 Epoch 12/25... Discriminator Loss: 1.1098... Generator Loss: 1.4517 Epoch 12/25... Discriminator Loss: 1.0390... Generator Loss: 1.6715 Epoch 12/25... Discriminator Loss: 0.6806... Generator Loss: 1.5464 Epoch 12/25... Discriminator Loss: 0.9569... Generator Loss: 1.2497
Epoch 12/25... Discriminator Loss: 1.2338... Generator Loss: 1.2298 Epoch 12/25... Discriminator Loss: 1.4032... Generator Loss: 0.9975 Epoch 12/25... Discriminator Loss: 1.1164... Generator Loss: 1.8481 Epoch 12/25... Discriminator Loss: 1.2120... Generator Loss: 1.5156 Epoch 12/25... Discriminator Loss: 0.9619... Generator Loss: 2.4334 Epoch 12/25... Discriminator Loss: 1.1392... Generator Loss: 1.6042 Epoch 12/25... Discriminator Loss: 1.1574... Generator Loss: 1.1083 Epoch 12/25... Discriminator Loss: 1.0992... Generator Loss: 1.4402 Epoch 12/25... Discriminator Loss: 0.8611... Generator Loss: 1.5081 Epoch 12/25... Discriminator Loss: 1.0728... Generator Loss: 1.4352
Epoch 12/25... Discriminator Loss: 1.2198... Generator Loss: 1.6266 Epoch 12/25... Discriminator Loss: 1.0938... Generator Loss: 1.2575 Epoch 12/25... Discriminator Loss: 1.0886... Generator Loss: 1.3435 Epoch 12/25... Discriminator Loss: 0.8333... Generator Loss: 1.7234 Epoch 12/25... Discriminator Loss: 1.1624... Generator Loss: 3.2853 Epoch 12/25... Discriminator Loss: 1.1568... Generator Loss: 1.6411 Epoch 12/25... Discriminator Loss: 1.1308... Generator Loss: 1.5192 Epoch 12/25... Discriminator Loss: 1.0910... Generator Loss: 2.0947 Epoch 12/25... Discriminator Loss: 0.8715... Generator Loss: 1.6105 Epoch 12/25... Discriminator Loss: 0.8732... Generator Loss: 1.6507
Epoch 12/25... Discriminator Loss: 1.2184... Generator Loss: 1.1855 Epoch 12/25... Discriminator Loss: 1.1659... Generator Loss: 1.0887 Epoch 12/25... Discriminator Loss: 1.2364... Generator Loss: 0.9023 Epoch 12/25... Discriminator Loss: 1.0891... Generator Loss: 2.0420 Epoch 12/25... Discriminator Loss: 1.0279... Generator Loss: 1.6402 Epoch 12/25... Discriminator Loss: 1.0421... Generator Loss: 1.0069 Epoch 12/25... Discriminator Loss: 1.0376... Generator Loss: 1.3868 Epoch 12/25... Discriminator Loss: 1.2594... Generator Loss: 1.2017 Epoch 12/25... Discriminator Loss: 0.8842... Generator Loss: 1.5585 Epoch 12/25... Discriminator Loss: 1.0489... Generator Loss: 1.7595
Epoch 12/25... Discriminator Loss: 0.9251... Generator Loss: 1.8296 Epoch 12/25... Discriminator Loss: 1.1653... Generator Loss: 1.4156 Epoch 12/25... Discriminator Loss: 0.9797... Generator Loss: 1.4256 Epoch 12/25... Discriminator Loss: 1.5796... Generator Loss: 0.7434 Epoch 12/25... Discriminator Loss: 0.8830... Generator Loss: 2.2552 Epoch 12/25... Discriminator Loss: 1.1937... Generator Loss: 1.4969 Epoch 12/25... Discriminator Loss: 1.0330... Generator Loss: 1.7263 Epoch 12/25... Discriminator Loss: 1.1062... Generator Loss: 1.7864 Epoch 12/25... Discriminator Loss: 0.8978... Generator Loss: 1.2898 Epoch 12/25... Discriminator Loss: 1.1192... Generator Loss: 1.1871
Epoch 12/25... Discriminator Loss: 1.6737... Generator Loss: 0.7291 Epoch 12/25... Discriminator Loss: 1.0819... Generator Loss: 1.4615 Epoch 12/25... Discriminator Loss: 1.0298... Generator Loss: 1.2776 Epoch 12/25... Discriminator Loss: 1.2913... Generator Loss: 2.5535 Epoch 12/25... Discriminator Loss: 1.0525... Generator Loss: 1.4159 Epoch 12/25... Discriminator Loss: 1.3206... Generator Loss: 1.0131 Epoch 12/25... Discriminator Loss: 1.1149... Generator Loss: 2.1333 Epoch 12/25... Discriminator Loss: 1.1203... Generator Loss: 1.6708 Epoch 12/25... Discriminator Loss: 1.0398... Generator Loss: 1.5764 Epoch 12/25... Discriminator Loss: 1.3084... Generator Loss: 1.4713
Epoch 12/25... Discriminator Loss: 0.9526... Generator Loss: 1.8616 Epoch 12/25... Discriminator Loss: 0.9985... Generator Loss: 1.4092 Epoch 12/25... Discriminator Loss: 1.1775... Generator Loss: 1.2538 Epoch 12/25... Discriminator Loss: 1.0362... Generator Loss: 1.6850 Epoch 12/25... Discriminator Loss: 1.0397... Generator Loss: 1.4353 Epoch 12/25... Discriminator Loss: 1.2866... Generator Loss: 1.0299 Epoch 12/25... Discriminator Loss: 0.9661... Generator Loss: 1.8762 Epoch 12/25... Discriminator Loss: 0.9705... Generator Loss: 1.5376 Epoch 13/25... Discriminator Loss: 0.9883... Generator Loss: 1.3727
Epoch 13/25... Discriminator Loss: 1.3918... Generator Loss: 1.5143 Epoch 13/25... Discriminator Loss: 1.1234... Generator Loss: 2.1551 Epoch 13/25... Discriminator Loss: 1.0759... Generator Loss: 2.3269 Epoch 13/25... Discriminator Loss: 1.0797... Generator Loss: 1.0380 Epoch 13/25... Discriminator Loss: 1.0790... Generator Loss: 1.2649 Epoch 13/25... Discriminator Loss: 1.1483... Generator Loss: 1.5500 Epoch 13/25... Discriminator Loss: 1.1849... Generator Loss: 1.4797 Epoch 13/25... Discriminator Loss: 1.1099... Generator Loss: 1.3927 Epoch 13/25... Discriminator Loss: 1.0047... Generator Loss: 1.5068 Epoch 13/25... Discriminator Loss: 0.8777... Generator Loss: 2.1696
Epoch 13/25... Discriminator Loss: 0.9747... Generator Loss: 1.6635 Epoch 13/25... Discriminator Loss: 1.2857... Generator Loss: 1.7064 Epoch 13/25... Discriminator Loss: 1.0640... Generator Loss: 1.3523 Epoch 13/25... Discriminator Loss: 0.7482... Generator Loss: 1.8715 Epoch 13/25... Discriminator Loss: 1.1824... Generator Loss: 1.2927 Epoch 13/25... Discriminator Loss: 1.1185... Generator Loss: 1.5024 Epoch 13/25... Discriminator Loss: 0.9919... Generator Loss: 1.6104 Epoch 13/25... Discriminator Loss: 1.0134... Generator Loss: 1.8201 Epoch 13/25... Discriminator Loss: 1.2967... Generator Loss: 2.2878 Epoch 13/25... Discriminator Loss: 1.1251... Generator Loss: 1.7774
Epoch 13/25... Discriminator Loss: 0.8786... Generator Loss: 1.6687 Epoch 13/25... Discriminator Loss: 1.0458... Generator Loss: 1.6189 Epoch 13/25... Discriminator Loss: 1.1258... Generator Loss: 1.4500 Epoch 13/25... Discriminator Loss: 1.2129... Generator Loss: 1.5424 Epoch 13/25... Discriminator Loss: 1.1384... Generator Loss: 1.9336 Epoch 13/25... Discriminator Loss: 1.0393... Generator Loss: 1.3202 Epoch 13/25... Discriminator Loss: 1.2075... Generator Loss: 1.7698 Epoch 13/25... Discriminator Loss: 0.9601... Generator Loss: 2.5486 Epoch 13/25... Discriminator Loss: 1.0705... Generator Loss: 1.2925 Epoch 13/25... Discriminator Loss: 1.1311... Generator Loss: 1.1291
Epoch 13/25... Discriminator Loss: 1.1681... Generator Loss: 1.3008 Epoch 13/25... Discriminator Loss: 1.0868... Generator Loss: 1.2058 Epoch 13/25... Discriminator Loss: 1.2122... Generator Loss: 1.3889 Epoch 13/25... Discriminator Loss: 0.9775... Generator Loss: 1.0209 Epoch 13/25... Discriminator Loss: 1.1706... Generator Loss: 1.8473 Epoch 13/25... Discriminator Loss: 0.9695... Generator Loss: 1.7028 Epoch 13/25... Discriminator Loss: 1.0975... Generator Loss: 2.1675 Epoch 13/25... Discriminator Loss: 1.1095... Generator Loss: 1.3225 Epoch 13/25... Discriminator Loss: 1.1221... Generator Loss: 1.4186 Epoch 13/25... Discriminator Loss: 1.1690... Generator Loss: 1.1299
Epoch 13/25... Discriminator Loss: 0.8912... Generator Loss: 1.4104 Epoch 13/25... Discriminator Loss: 1.1556... Generator Loss: 1.9554 Epoch 13/25... Discriminator Loss: 1.1709... Generator Loss: 1.5096 Epoch 13/25... Discriminator Loss: 1.2955... Generator Loss: 0.8673 Epoch 13/25... Discriminator Loss: 1.2809... Generator Loss: 0.6707 Epoch 13/25... Discriminator Loss: 1.4339... Generator Loss: 1.0002 Epoch 13/25... Discriminator Loss: 1.5062... Generator Loss: 1.5884 Epoch 13/25... Discriminator Loss: 1.0665... Generator Loss: 1.8648 Epoch 13/25... Discriminator Loss: 1.3602... Generator Loss: 0.8953 Epoch 13/25... Discriminator Loss: 1.1181... Generator Loss: 1.4023
Epoch 13/25... Discriminator Loss: 1.1777... Generator Loss: 1.2021 Epoch 13/25... Discriminator Loss: 1.2811... Generator Loss: 0.8877 Epoch 13/25... Discriminator Loss: 1.0472... Generator Loss: 2.1064 Epoch 13/25... Discriminator Loss: 1.1658... Generator Loss: 1.9868 Epoch 13/25... Discriminator Loss: 1.4483... Generator Loss: 2.3803 Epoch 13/25... Discriminator Loss: 0.9490... Generator Loss: 1.4810 Epoch 13/25... Discriminator Loss: 1.0229... Generator Loss: 1.6340 Epoch 13/25... Discriminator Loss: 1.0628... Generator Loss: 1.8599 Epoch 13/25... Discriminator Loss: 1.0992... Generator Loss: 1.5672 Epoch 13/25... Discriminator Loss: 1.1792... Generator Loss: 1.8381
Epoch 13/25... Discriminator Loss: 1.0602... Generator Loss: 1.8933 Epoch 13/25... Discriminator Loss: 1.2040... Generator Loss: 1.0327 Epoch 13/25... Discriminator Loss: 1.0975... Generator Loss: 1.2804 Epoch 13/25... Discriminator Loss: 1.0359... Generator Loss: 1.0731 Epoch 13/25... Discriminator Loss: 1.1050... Generator Loss: 1.1853 Epoch 13/25... Discriminator Loss: 1.1768... Generator Loss: 1.0806 Epoch 13/25... Discriminator Loss: 1.1067... Generator Loss: 1.2641 Epoch 13/25... Discriminator Loss: 1.0560... Generator Loss: 1.4254 Epoch 13/25... Discriminator Loss: 0.9403... Generator Loss: 1.9419 Epoch 13/25... Discriminator Loss: 1.4947... Generator Loss: 2.2262
Epoch 13/25... Discriminator Loss: 1.1482... Generator Loss: 1.3116 Epoch 13/25... Discriminator Loss: 1.0507... Generator Loss: 1.4238 Epoch 13/25... Discriminator Loss: 1.1533... Generator Loss: 1.2917 Epoch 13/25... Discriminator Loss: 1.1012... Generator Loss: 1.5553 Epoch 13/25... Discriminator Loss: 1.0066... Generator Loss: 1.8440 Epoch 13/25... Discriminator Loss: 1.1112... Generator Loss: 1.3351 Epoch 13/25... Discriminator Loss: 0.9241... Generator Loss: 1.3989 Epoch 13/25... Discriminator Loss: 1.4224... Generator Loss: 1.8097 Epoch 13/25... Discriminator Loss: 0.9622... Generator Loss: 1.3424 Epoch 13/25... Discriminator Loss: 1.4802... Generator Loss: 2.5334
Epoch 13/25... Discriminator Loss: 1.0427... Generator Loss: 1.3833 Epoch 13/25... Discriminator Loss: 1.1091... Generator Loss: 2.2600 Epoch 13/25... Discriminator Loss: 1.1645... Generator Loss: 1.4488 Epoch 13/25... Discriminator Loss: 1.1457... Generator Loss: 1.2659 Epoch 13/25... Discriminator Loss: 1.0282... Generator Loss: 1.3663 Epoch 13/25... Discriminator Loss: 1.0596... Generator Loss: 1.7967 Epoch 13/25... Discriminator Loss: 1.0196... Generator Loss: 1.8513 Epoch 13/25... Discriminator Loss: 1.0932... Generator Loss: 1.7836 Epoch 13/25... Discriminator Loss: 1.0700... Generator Loss: 1.2473 Epoch 13/25... Discriminator Loss: 1.0828... Generator Loss: 1.5269
Epoch 13/25... Discriminator Loss: 1.3184... Generator Loss: 0.8314 Epoch 13/25... Discriminator Loss: 1.2496... Generator Loss: 1.0826 Epoch 13/25... Discriminator Loss: 1.1902... Generator Loss: 1.8281 Epoch 13/25... Discriminator Loss: 1.2088... Generator Loss: 1.0404 Epoch 13/25... Discriminator Loss: 1.0675... Generator Loss: 1.6053 Epoch 13/25... Discriminator Loss: 1.0760... Generator Loss: 1.3673 Epoch 13/25... Discriminator Loss: 1.0902... Generator Loss: 1.3726 Epoch 13/25... Discriminator Loss: 1.3791... Generator Loss: 0.7791 Epoch 13/25... Discriminator Loss: 1.0181... Generator Loss: 1.4311 Epoch 13/25... Discriminator Loss: 1.8690... Generator Loss: 0.4595
Epoch 13/25... Discriminator Loss: 1.1106... Generator Loss: 1.1091 Epoch 13/25... Discriminator Loss: 1.2698... Generator Loss: 0.9535 Epoch 13/25... Discriminator Loss: 0.8509... Generator Loss: 1.3249 Epoch 13/25... Discriminator Loss: 1.1454... Generator Loss: 2.2355 Epoch 13/25... Discriminator Loss: 1.0020... Generator Loss: 1.6331 Epoch 13/25... Discriminator Loss: 0.9287... Generator Loss: 1.5708 Epoch 13/25... Discriminator Loss: 0.9256... Generator Loss: 1.4730 Epoch 13/25... Discriminator Loss: 0.7552... Generator Loss: 1.6400 Epoch 13/25... Discriminator Loss: 1.5339... Generator Loss: 1.0605 Epoch 13/25... Discriminator Loss: 1.0800... Generator Loss: 1.7395
Epoch 13/25... Discriminator Loss: 1.1389... Generator Loss: 1.8581 Epoch 13/25... Discriminator Loss: 1.0938... Generator Loss: 1.5168 Epoch 13/25... Discriminator Loss: 1.2038... Generator Loss: 1.9685 Epoch 13/25... Discriminator Loss: 1.0295... Generator Loss: 1.2476 Epoch 13/25... Discriminator Loss: 1.2911... Generator Loss: 2.4334 Epoch 13/25... Discriminator Loss: 1.0009... Generator Loss: 1.5470 Epoch 13/25... Discriminator Loss: 1.2255... Generator Loss: 1.0431 Epoch 13/25... Discriminator Loss: 0.9973... Generator Loss: 1.4073 Epoch 13/25... Discriminator Loss: 0.9465... Generator Loss: 1.8412 Epoch 13/25... Discriminator Loss: 0.9917... Generator Loss: 1.5639
Epoch 13/25... Discriminator Loss: 1.1752... Generator Loss: 1.6580 Epoch 13/25... Discriminator Loss: 0.8743... Generator Loss: 1.6314 Epoch 13/25... Discriminator Loss: 1.2389... Generator Loss: 1.9218 Epoch 13/25... Discriminator Loss: 1.1156... Generator Loss: 1.4676 Epoch 13/25... Discriminator Loss: 1.3925... Generator Loss: 1.0440 Epoch 13/25... Discriminator Loss: 1.0655... Generator Loss: 1.1860 Epoch 13/25... Discriminator Loss: 1.0913... Generator Loss: 1.4773 Epoch 13/25... Discriminator Loss: 1.1487... Generator Loss: 1.3914 Epoch 13/25... Discriminator Loss: 1.0208... Generator Loss: 1.9826 Epoch 13/25... Discriminator Loss: 1.0065... Generator Loss: 1.2820
Epoch 13/25... Discriminator Loss: 1.0841... Generator Loss: 1.8775 Epoch 13/25... Discriminator Loss: 1.3030... Generator Loss: 1.2908 Epoch 13/25... Discriminator Loss: 1.1837... Generator Loss: 1.2851 Epoch 13/25... Discriminator Loss: 1.4106... Generator Loss: 0.7053 Epoch 13/25... Discriminator Loss: 0.8982... Generator Loss: 2.2303 Epoch 13/25... Discriminator Loss: 1.0148... Generator Loss: 1.7752 Epoch 13/25... Discriminator Loss: 1.0576... Generator Loss: 1.7845 Epoch 13/25... Discriminator Loss: 1.1192... Generator Loss: 1.7825 Epoch 13/25... Discriminator Loss: 0.8680... Generator Loss: 1.4621 Epoch 13/25... Discriminator Loss: 1.1133... Generator Loss: 1.8501
Epoch 13/25... Discriminator Loss: 1.0516... Generator Loss: 1.3363 Epoch 13/25... Discriminator Loss: 1.1250... Generator Loss: 1.2598 Epoch 13/25... Discriminator Loss: 1.2647... Generator Loss: 1.6717 Epoch 13/25... Discriminator Loss: 1.0841... Generator Loss: 1.0708 Epoch 13/25... Discriminator Loss: 1.0862... Generator Loss: 1.6951 Epoch 13/25... Discriminator Loss: 1.1251... Generator Loss: 1.4846 Epoch 13/25... Discriminator Loss: 1.1543... Generator Loss: 2.0451 Epoch 13/25... Discriminator Loss: 1.1639... Generator Loss: 2.0309 Epoch 13/25... Discriminator Loss: 1.0964... Generator Loss: 1.5603 Epoch 13/25... Discriminator Loss: 1.3593... Generator Loss: 1.6442
Epoch 13/25... Discriminator Loss: 1.1124... Generator Loss: 1.5763 Epoch 13/25... Discriminator Loss: 0.9871... Generator Loss: 2.1868 Epoch 13/25... Discriminator Loss: 1.0897... Generator Loss: 1.5119 Epoch 13/25... Discriminator Loss: 1.2457... Generator Loss: 2.5367 Epoch 13/25... Discriminator Loss: 1.1809... Generator Loss: 1.4878 Epoch 13/25... Discriminator Loss: 1.3703... Generator Loss: 0.9180 Epoch 13/25... Discriminator Loss: 1.2081... Generator Loss: 1.5809 Epoch 13/25... Discriminator Loss: 1.3083... Generator Loss: 1.3019 Epoch 14/25... Discriminator Loss: 0.8833... Generator Loss: 1.8082
Epoch 14/25... Discriminator Loss: 1.0017... Generator Loss: 1.4218 Epoch 14/25... Discriminator Loss: 0.9090... Generator Loss: 1.6480 Epoch 14/25... Discriminator Loss: 1.3283... Generator Loss: 2.8224 Epoch 14/25... Discriminator Loss: 0.8829... Generator Loss: 1.8742 Epoch 14/25... Discriminator Loss: 1.7005... Generator Loss: 2.2661 Epoch 14/25... Discriminator Loss: 1.0764... Generator Loss: 1.4296 Epoch 14/25... Discriminator Loss: 1.1282... Generator Loss: 1.2778 Epoch 14/25... Discriminator Loss: 1.0360... Generator Loss: 1.2325 Epoch 14/25... Discriminator Loss: 1.2166... Generator Loss: 1.8737 Epoch 14/25... Discriminator Loss: 0.8998... Generator Loss: 1.7083
Epoch 14/25... Discriminator Loss: 1.2251... Generator Loss: 0.9664 Epoch 14/25... Discriminator Loss: 1.1870... Generator Loss: 2.0118 Epoch 14/25... Discriminator Loss: 1.0397... Generator Loss: 1.7027 Epoch 14/25... Discriminator Loss: 0.8393... Generator Loss: 1.6819 Epoch 14/25... Discriminator Loss: 1.1711... Generator Loss: 1.1415 Epoch 14/25... Discriminator Loss: 1.3802... Generator Loss: 1.5079 Epoch 14/25... Discriminator Loss: 1.0106... Generator Loss: 1.9174 Epoch 14/25... Discriminator Loss: 0.9333... Generator Loss: 1.6264 Epoch 14/25... Discriminator Loss: 1.1122... Generator Loss: 1.5870 Epoch 14/25... Discriminator Loss: 1.1224... Generator Loss: 1.3593
Epoch 14/25... Discriminator Loss: 1.1172... Generator Loss: 1.8972 Epoch 14/25... Discriminator Loss: 0.9749... Generator Loss: 1.4199 Epoch 14/25... Discriminator Loss: 1.1392... Generator Loss: 1.1103 Epoch 14/25... Discriminator Loss: 0.9835... Generator Loss: 1.1999 Epoch 14/25... Discriminator Loss: 1.0943... Generator Loss: 2.2062 Epoch 14/25... Discriminator Loss: 1.3252... Generator Loss: 0.7886 Epoch 14/25... Discriminator Loss: 1.2102... Generator Loss: 1.6534 Epoch 14/25... Discriminator Loss: 1.1158... Generator Loss: 2.3243 Epoch 14/25... Discriminator Loss: 1.2089... Generator Loss: 1.7554 Epoch 14/25... Discriminator Loss: 1.1279... Generator Loss: 1.0835
Epoch 14/25... Discriminator Loss: 1.0273... Generator Loss: 1.3889 Epoch 14/25... Discriminator Loss: 1.1365... Generator Loss: 1.0804 Epoch 14/25... Discriminator Loss: 1.1007... Generator Loss: 2.0729 Epoch 14/25... Discriminator Loss: 1.2128... Generator Loss: 0.9459 Epoch 14/25... Discriminator Loss: 1.1626... Generator Loss: 1.1603 Epoch 14/25... Discriminator Loss: 0.8847... Generator Loss: 1.5988 Epoch 14/25... Discriminator Loss: 1.1669... Generator Loss: 2.3349 Epoch 14/25... Discriminator Loss: 1.0027... Generator Loss: 1.2114 Epoch 14/25... Discriminator Loss: 1.3889... Generator Loss: 2.1734 Epoch 14/25... Discriminator Loss: 1.0628... Generator Loss: 0.9009
Epoch 14/25... Discriminator Loss: 1.1030... Generator Loss: 1.4460 Epoch 14/25... Discriminator Loss: 1.2551... Generator Loss: 2.5410 Epoch 14/25... Discriminator Loss: 1.2169... Generator Loss: 1.2992 Epoch 14/25... Discriminator Loss: 1.1022... Generator Loss: 1.8273 Epoch 14/25... Discriminator Loss: 1.0889... Generator Loss: 0.7747 Epoch 14/25... Discriminator Loss: 1.1878... Generator Loss: 1.2347 Epoch 14/25... Discriminator Loss: 1.1576... Generator Loss: 1.6102 Epoch 14/25... Discriminator Loss: 1.2435... Generator Loss: 1.2979 Epoch 14/25... Discriminator Loss: 1.1964... Generator Loss: 1.1979 Epoch 14/25... Discriminator Loss: 1.0709... Generator Loss: 1.3458
Epoch 14/25... Discriminator Loss: 1.4265... Generator Loss: 0.8518 Epoch 14/25... Discriminator Loss: 1.1966... Generator Loss: 1.3286 Epoch 14/25... Discriminator Loss: 1.1285... Generator Loss: 1.2003 Epoch 14/25... Discriminator Loss: 0.9584... Generator Loss: 1.6942 Epoch 14/25... Discriminator Loss: 1.6004... Generator Loss: 2.3638 Epoch 14/25... Discriminator Loss: 1.0806... Generator Loss: 1.3395 Epoch 14/25... Discriminator Loss: 1.1114... Generator Loss: 1.1591 Epoch 14/25... Discriminator Loss: 1.1278... Generator Loss: 1.2126 Epoch 14/25... Discriminator Loss: 1.0564... Generator Loss: 1.4574 Epoch 14/25... Discriminator Loss: 1.5217... Generator Loss: 2.3859
Epoch 14/25... Discriminator Loss: 1.1676... Generator Loss: 1.3623 Epoch 14/25... Discriminator Loss: 1.3107... Generator Loss: 0.9565 Epoch 14/25... Discriminator Loss: 1.0733... Generator Loss: 1.6322 Epoch 14/25... Discriminator Loss: 1.0591... Generator Loss: 1.4371 Epoch 14/25... Discriminator Loss: 1.0231... Generator Loss: 1.6481 Epoch 14/25... Discriminator Loss: 1.0015... Generator Loss: 1.1056 Epoch 14/25... Discriminator Loss: 1.1320... Generator Loss: 1.1366 Epoch 14/25... Discriminator Loss: 1.0468... Generator Loss: 0.9272 Epoch 14/25... Discriminator Loss: 1.2265... Generator Loss: 1.1307 Epoch 14/25... Discriminator Loss: 1.0626... Generator Loss: 1.2716
Epoch 14/25... Discriminator Loss: 1.1646... Generator Loss: 1.3097 Epoch 14/25... Discriminator Loss: 0.9824... Generator Loss: 1.4492 Epoch 14/25... Discriminator Loss: 1.2587... Generator Loss: 1.3085 Epoch 14/25... Discriminator Loss: 1.4476... Generator Loss: 1.0614 Epoch 14/25... Discriminator Loss: 1.4177... Generator Loss: 1.8485 Epoch 14/25... Discriminator Loss: 1.2591... Generator Loss: 1.2200 Epoch 14/25... Discriminator Loss: 0.9069... Generator Loss: 1.5653 Epoch 14/25... Discriminator Loss: 1.1155... Generator Loss: 1.5382 Epoch 14/25... Discriminator Loss: 0.7922... Generator Loss: 2.1303 Epoch 14/25... Discriminator Loss: 1.0372... Generator Loss: 1.2837
Epoch 14/25... Discriminator Loss: 1.3101... Generator Loss: 1.2475 Epoch 14/25... Discriminator Loss: 1.0042... Generator Loss: 1.7704 Epoch 14/25... Discriminator Loss: 1.1078... Generator Loss: 1.1989 Epoch 14/25... Discriminator Loss: 1.2667... Generator Loss: 1.5913 Epoch 14/25... Discriminator Loss: 1.0788... Generator Loss: 1.5721 Epoch 14/25... Discriminator Loss: 1.1702... Generator Loss: 1.5321 Epoch 14/25... Discriminator Loss: 1.0708... Generator Loss: 2.2593 Epoch 14/25... Discriminator Loss: 1.1775... Generator Loss: 1.0759 Epoch 14/25... Discriminator Loss: 1.1636... Generator Loss: 1.5331 Epoch 14/25... Discriminator Loss: 1.2205... Generator Loss: 2.4985
Epoch 14/25... Discriminator Loss: 1.4097... Generator Loss: 1.0330 Epoch 14/25... Discriminator Loss: 1.1531... Generator Loss: 0.9474 Epoch 14/25... Discriminator Loss: 1.1690... Generator Loss: 1.3313 Epoch 14/25... Discriminator Loss: 1.1816... Generator Loss: 1.1348 Epoch 14/25... Discriminator Loss: 1.1212... Generator Loss: 1.5183 Epoch 14/25... Discriminator Loss: 0.9276... Generator Loss: 1.4072 Epoch 14/25... Discriminator Loss: 2.0553... Generator Loss: 0.9532 Epoch 14/25... Discriminator Loss: 1.1622... Generator Loss: 1.9188 Epoch 14/25... Discriminator Loss: 1.0887... Generator Loss: 1.4964 Epoch 14/25... Discriminator Loss: 1.1605... Generator Loss: 1.2442
Epoch 14/25... Discriminator Loss: 1.0842... Generator Loss: 1.0175 Epoch 14/25... Discriminator Loss: 1.1778... Generator Loss: 1.1954 Epoch 14/25... Discriminator Loss: 1.0639... Generator Loss: 1.0570 Epoch 14/25... Discriminator Loss: 0.7977... Generator Loss: 1.9205 Epoch 14/25... Discriminator Loss: 0.9090... Generator Loss: 2.3424 Epoch 14/25... Discriminator Loss: 1.1347... Generator Loss: 1.2155 Epoch 14/25... Discriminator Loss: 1.1958... Generator Loss: 1.2681 Epoch 14/25... Discriminator Loss: 1.0860... Generator Loss: 1.1253 Epoch 14/25... Discriminator Loss: 1.0774... Generator Loss: 1.4536 Epoch 14/25... Discriminator Loss: 0.9945... Generator Loss: 1.7594
Epoch 14/25... Discriminator Loss: 0.9756... Generator Loss: 2.0460 Epoch 14/25... Discriminator Loss: 1.3775... Generator Loss: 2.5266 Epoch 14/25... Discriminator Loss: 1.1487... Generator Loss: 1.1442 Epoch 14/25... Discriminator Loss: 1.0359... Generator Loss: 1.3920 Epoch 14/25... Discriminator Loss: 1.1422... Generator Loss: 3.1340 Epoch 14/25... Discriminator Loss: 1.0614... Generator Loss: 1.6643 Epoch 14/25... Discriminator Loss: 1.0634... Generator Loss: 1.2985 Epoch 14/25... Discriminator Loss: 1.1306... Generator Loss: 1.3263 Epoch 14/25... Discriminator Loss: 1.0444... Generator Loss: 2.1098 Epoch 14/25... Discriminator Loss: 1.2694... Generator Loss: 1.5798
Epoch 14/25... Discriminator Loss: 1.2627... Generator Loss: 1.3087 Epoch 14/25... Discriminator Loss: 1.0222... Generator Loss: 0.9291 Epoch 14/25... Discriminator Loss: 1.2322... Generator Loss: 0.9399 Epoch 14/25... Discriminator Loss: 0.9326... Generator Loss: 2.6836 Epoch 14/25... Discriminator Loss: 0.9642... Generator Loss: 1.4101 Epoch 14/25... Discriminator Loss: 1.0241... Generator Loss: 1.1181 Epoch 14/25... Discriminator Loss: 1.3104... Generator Loss: 0.9436 Epoch 14/25... Discriminator Loss: 1.1534... Generator Loss: 1.1197 Epoch 14/25... Discriminator Loss: 1.0643... Generator Loss: 1.6962 Epoch 14/25... Discriminator Loss: 1.1150... Generator Loss: 1.3022
Epoch 14/25... Discriminator Loss: 1.0568... Generator Loss: 1.1055 Epoch 14/25... Discriminator Loss: 1.0030... Generator Loss: 1.3930 Epoch 14/25... Discriminator Loss: 1.3378... Generator Loss: 0.8945 Epoch 14/25... Discriminator Loss: 1.3627... Generator Loss: 0.8178 Epoch 14/25... Discriminator Loss: 0.9661... Generator Loss: 1.8041 Epoch 14/25... Discriminator Loss: 1.1818... Generator Loss: 1.1077 Epoch 14/25... Discriminator Loss: 1.2702... Generator Loss: 1.9091 Epoch 14/25... Discriminator Loss: 1.1158... Generator Loss: 1.6592 Epoch 14/25... Discriminator Loss: 1.1218... Generator Loss: 1.2184 Epoch 14/25... Discriminator Loss: 1.0574... Generator Loss: 1.6891
Epoch 14/25... Discriminator Loss: 1.2714... Generator Loss: 1.2373 Epoch 14/25... Discriminator Loss: 1.0490... Generator Loss: 1.4860 Epoch 14/25... Discriminator Loss: 1.2729... Generator Loss: 1.0681 Epoch 14/25... Discriminator Loss: 1.0494... Generator Loss: 1.3176 Epoch 14/25... Discriminator Loss: 1.2118... Generator Loss: 1.6699 Epoch 14/25... Discriminator Loss: 1.1548... Generator Loss: 1.5682 Epoch 14/25... Discriminator Loss: 1.0117... Generator Loss: 1.3963 Epoch 14/25... Discriminator Loss: 1.0624... Generator Loss: 1.3599 Epoch 14/25... Discriminator Loss: 1.1339... Generator Loss: 1.7245 Epoch 14/25... Discriminator Loss: 1.2773... Generator Loss: 1.7582
Epoch 14/25... Discriminator Loss: 1.0785... Generator Loss: 2.1762 Epoch 14/25... Discriminator Loss: 1.0367... Generator Loss: 1.6716 Epoch 14/25... Discriminator Loss: 1.1444... Generator Loss: 1.4228 Epoch 14/25... Discriminator Loss: 1.0941... Generator Loss: 1.6418 Epoch 14/25... Discriminator Loss: 1.1076... Generator Loss: 1.0404 Epoch 14/25... Discriminator Loss: 0.9898... Generator Loss: 1.6906 Epoch 14/25... Discriminator Loss: 1.8558... Generator Loss: 0.4602 Epoch 14/25... Discriminator Loss: 1.1361... Generator Loss: 1.3495 Epoch 15/25... Discriminator Loss: 1.0063... Generator Loss: 1.5573
Epoch 15/25... Discriminator Loss: 1.0980... Generator Loss: 1.5035 Epoch 15/25... Discriminator Loss: 0.8461... Generator Loss: 1.9020 Epoch 15/25... Discriminator Loss: 1.0088... Generator Loss: 1.2908 Epoch 15/25... Discriminator Loss: 1.0980... Generator Loss: 1.9556 Epoch 15/25... Discriminator Loss: 1.2477... Generator Loss: 1.6700 Epoch 15/25... Discriminator Loss: 0.9940... Generator Loss: 1.1433 Epoch 15/25... Discriminator Loss: 1.2125... Generator Loss: 1.3125 Epoch 15/25... Discriminator Loss: 1.1063... Generator Loss: 1.3008 Epoch 15/25... Discriminator Loss: 1.2351... Generator Loss: 1.0783 Epoch 15/25... Discriminator Loss: 0.8772... Generator Loss: 1.7834
Epoch 15/25... Discriminator Loss: 1.2869... Generator Loss: 0.9847 Epoch 15/25... Discriminator Loss: 1.3031... Generator Loss: 1.9562 Epoch 15/25... Discriminator Loss: 1.1266... Generator Loss: 1.4791 Epoch 15/25... Discriminator Loss: 0.7400... Generator Loss: 1.8818 Epoch 15/25... Discriminator Loss: 0.9873... Generator Loss: 1.5508 Epoch 15/25... Discriminator Loss: 1.0956... Generator Loss: 1.1078 Epoch 15/25... Discriminator Loss: 1.1044... Generator Loss: 2.0377 Epoch 15/25... Discriminator Loss: 0.7915... Generator Loss: 1.3244 Epoch 15/25... Discriminator Loss: 0.8955... Generator Loss: 1.9472 Epoch 15/25... Discriminator Loss: 1.0017... Generator Loss: 2.1307
Epoch 15/25... Discriminator Loss: 1.3704... Generator Loss: 1.1346 Epoch 15/25... Discriminator Loss: 1.0587... Generator Loss: 1.2372 Epoch 15/25... Discriminator Loss: 1.0840... Generator Loss: 1.4289 Epoch 15/25... Discriminator Loss: 0.8106... Generator Loss: 1.6004 Epoch 15/25... Discriminator Loss: 1.3493... Generator Loss: 2.6466 Epoch 15/25... Discriminator Loss: 1.1081... Generator Loss: 1.0926 Epoch 15/25... Discriminator Loss: 1.1698... Generator Loss: 1.3485 Epoch 15/25... Discriminator Loss: 0.9803... Generator Loss: 1.9897 Epoch 15/25... Discriminator Loss: 1.0287... Generator Loss: 1.7380 Epoch 15/25... Discriminator Loss: 1.0168... Generator Loss: 1.4513
Epoch 15/25... Discriminator Loss: 1.0357... Generator Loss: 1.5805 Epoch 15/25... Discriminator Loss: 1.2008... Generator Loss: 1.5204 Epoch 15/25... Discriminator Loss: 1.0100... Generator Loss: 1.4738 Epoch 15/25... Discriminator Loss: 1.2539... Generator Loss: 0.9349 Epoch 15/25... Discriminator Loss: 1.0795... Generator Loss: 1.6736 Epoch 15/25... Discriminator Loss: 1.0017... Generator Loss: 1.7608 Epoch 15/25... Discriminator Loss: 0.9908... Generator Loss: 1.5216 Epoch 15/25... Discriminator Loss: 1.2600... Generator Loss: 1.2953 Epoch 15/25... Discriminator Loss: 0.9938... Generator Loss: 1.1351 Epoch 15/25... Discriminator Loss: 1.4242... Generator Loss: 0.5892
Epoch 15/25... Discriminator Loss: 1.0007... Generator Loss: 1.3203 Epoch 15/25... Discriminator Loss: 1.1439... Generator Loss: 1.8756 Epoch 15/25... Discriminator Loss: 1.1706... Generator Loss: 2.0299 Epoch 15/25... Discriminator Loss: 0.9549... Generator Loss: 1.7638 Epoch 15/25... Discriminator Loss: 1.0191... Generator Loss: 1.2150 Epoch 15/25... Discriminator Loss: 1.1304... Generator Loss: 1.3874 Epoch 15/25... Discriminator Loss: 1.1205... Generator Loss: 1.8589 Epoch 15/25... Discriminator Loss: 1.0340... Generator Loss: 1.3759 Epoch 15/25... Discriminator Loss: 1.2221... Generator Loss: 1.1627 Epoch 15/25... Discriminator Loss: 1.0463... Generator Loss: 1.7541
Epoch 15/25... Discriminator Loss: 1.0163... Generator Loss: 1.4122 Epoch 15/25... Discriminator Loss: 1.0230... Generator Loss: 1.7516 Epoch 15/25... Discriminator Loss: 0.9467... Generator Loss: 1.6048 Epoch 15/25... Discriminator Loss: 1.3854... Generator Loss: 0.9101 Epoch 15/25... Discriminator Loss: 1.4002... Generator Loss: 0.7751 Epoch 15/25... Discriminator Loss: 1.1793... Generator Loss: 0.9813 Epoch 15/25... Discriminator Loss: 1.1604... Generator Loss: 1.3053 Epoch 15/25... Discriminator Loss: 1.1687... Generator Loss: 1.4089 Epoch 15/25... Discriminator Loss: 1.1090... Generator Loss: 1.4514 Epoch 15/25... Discriminator Loss: 0.9782... Generator Loss: 1.6664
Epoch 15/25... Discriminator Loss: 1.0788... Generator Loss: 1.8440 Epoch 15/25... Discriminator Loss: 1.2165... Generator Loss: 1.0916 Epoch 15/25... Discriminator Loss: 1.1871... Generator Loss: 1.2428 Epoch 15/25... Discriminator Loss: 1.2150... Generator Loss: 1.2439 Epoch 15/25... Discriminator Loss: 1.1250... Generator Loss: 1.1516 Epoch 15/25... Discriminator Loss: 1.1228... Generator Loss: 1.0459 Epoch 15/25... Discriminator Loss: 1.1093... Generator Loss: 2.0931 Epoch 15/25... Discriminator Loss: 1.0513... Generator Loss: 1.3614 Epoch 15/25... Discriminator Loss: 0.9900... Generator Loss: 1.4019 Epoch 15/25... Discriminator Loss: 1.1720... Generator Loss: 0.7977
Epoch 15/25... Discriminator Loss: 1.0404... Generator Loss: 1.6866 Epoch 15/25... Discriminator Loss: 0.8539... Generator Loss: 1.4599 Epoch 15/25... Discriminator Loss: 0.9234... Generator Loss: 1.5301 Epoch 15/25... Discriminator Loss: 1.2934... Generator Loss: 1.6241 Epoch 15/25... Discriminator Loss: 1.0014... Generator Loss: 1.8787 Epoch 15/25... Discriminator Loss: 1.0402... Generator Loss: 1.5678 Epoch 15/25... Discriminator Loss: 0.9782... Generator Loss: 1.3398 Epoch 15/25... Discriminator Loss: 1.0371... Generator Loss: 1.6548 Epoch 15/25... Discriminator Loss: 0.9758... Generator Loss: 1.5477 Epoch 15/25... Discriminator Loss: 1.1874... Generator Loss: 1.5307
Epoch 15/25... Discriminator Loss: 1.0335... Generator Loss: 1.5239 Epoch 15/25... Discriminator Loss: 0.9165... Generator Loss: 1.6229 Epoch 15/25... Discriminator Loss: 1.1135... Generator Loss: 1.4810 Epoch 15/25... Discriminator Loss: 1.1839... Generator Loss: 0.9966 Epoch 15/25... Discriminator Loss: 1.1515... Generator Loss: 1.7169 Epoch 15/25... Discriminator Loss: 1.1478... Generator Loss: 1.6800 Epoch 15/25... Discriminator Loss: 0.9770... Generator Loss: 1.5256 Epoch 15/25... Discriminator Loss: 1.1885... Generator Loss: 1.0524 Epoch 15/25... Discriminator Loss: 1.1082... Generator Loss: 1.2203 Epoch 15/25... Discriminator Loss: 0.9405... Generator Loss: 1.2683
Epoch 15/25... Discriminator Loss: 1.1034... Generator Loss: 1.4219 Epoch 15/25... Discriminator Loss: 1.4195... Generator Loss: 1.0319 Epoch 15/25... Discriminator Loss: 1.2542... Generator Loss: 1.0066 Epoch 15/25... Discriminator Loss: 1.4853... Generator Loss: 0.6949 Epoch 15/25... Discriminator Loss: 1.3492... Generator Loss: 1.9684 Epoch 15/25... Discriminator Loss: 1.0365... Generator Loss: 1.6701 Epoch 15/25... Discriminator Loss: 0.9738... Generator Loss: 1.7182 Epoch 15/25... Discriminator Loss: 1.1204... Generator Loss: 1.4796 Epoch 15/25... Discriminator Loss: 0.9728... Generator Loss: 1.6399 Epoch 15/25... Discriminator Loss: 0.8801... Generator Loss: 1.0585
Epoch 15/25... Discriminator Loss: 1.0998... Generator Loss: 1.2675 Epoch 15/25... Discriminator Loss: 1.2186... Generator Loss: 1.1789 Epoch 15/25... Discriminator Loss: 1.0742... Generator Loss: 1.4147 Epoch 15/25... Discriminator Loss: 0.8809... Generator Loss: 1.8350 Epoch 15/25... Discriminator Loss: 1.1104... Generator Loss: 2.4965 Epoch 15/25... Discriminator Loss: 1.0488... Generator Loss: 1.9504 Epoch 15/25... Discriminator Loss: 1.1578... Generator Loss: 1.0302 Epoch 15/25... Discriminator Loss: 1.0698... Generator Loss: 1.7268 Epoch 15/25... Discriminator Loss: 1.4373... Generator Loss: 2.0990 Epoch 15/25... Discriminator Loss: 0.9382... Generator Loss: 1.6187
Epoch 15/25... Discriminator Loss: 1.2064... Generator Loss: 1.2465 Epoch 15/25... Discriminator Loss: 0.8638... Generator Loss: 1.6725 Epoch 15/25... Discriminator Loss: 1.4699... Generator Loss: 2.1142 Epoch 15/25... Discriminator Loss: 0.9993... Generator Loss: 1.2803 Epoch 15/25... Discriminator Loss: 1.1188... Generator Loss: 2.1670 Epoch 15/25... Discriminator Loss: 1.0237... Generator Loss: 1.5875 Epoch 15/25... Discriminator Loss: 1.2820... Generator Loss: 1.9934 Epoch 15/25... Discriminator Loss: 1.3164... Generator Loss: 2.2904 Epoch 15/25... Discriminator Loss: 1.0650... Generator Loss: 1.5958 Epoch 15/25... Discriminator Loss: 1.0166... Generator Loss: 1.2719
Epoch 15/25... Discriminator Loss: 1.1384... Generator Loss: 1.3948 Epoch 15/25... Discriminator Loss: 1.0193... Generator Loss: 1.3225 Epoch 15/25... Discriminator Loss: 1.0802... Generator Loss: 1.4811 Epoch 15/25... Discriminator Loss: 1.1782... Generator Loss: 1.0279 Epoch 15/25... Discriminator Loss: 1.1070... Generator Loss: 1.4803 Epoch 15/25... Discriminator Loss: 1.0087... Generator Loss: 0.9486 Epoch 15/25... Discriminator Loss: 1.0730... Generator Loss: 1.1692 Epoch 15/25... Discriminator Loss: 1.3318... Generator Loss: 1.1539 Epoch 15/25... Discriminator Loss: 1.0868... Generator Loss: 1.9602 Epoch 15/25... Discriminator Loss: 0.8687... Generator Loss: 1.5172
Epoch 15/25... Discriminator Loss: 1.1000... Generator Loss: 2.6108 Epoch 15/25... Discriminator Loss: 1.2754... Generator Loss: 1.5669 Epoch 15/25... Discriminator Loss: 1.0456... Generator Loss: 1.1493 Epoch 15/25... Discriminator Loss: 1.4649... Generator Loss: 0.7451 Epoch 15/25... Discriminator Loss: 0.9491... Generator Loss: 2.0956 Epoch 15/25... Discriminator Loss: 1.1535... Generator Loss: 1.5621 Epoch 15/25... Discriminator Loss: 1.3740... Generator Loss: 2.2683 Epoch 15/25... Discriminator Loss: 0.9045... Generator Loss: 1.5358 Epoch 15/25... Discriminator Loss: 1.0287... Generator Loss: 1.7466 Epoch 15/25... Discriminator Loss: 0.9689... Generator Loss: 1.1732
Epoch 15/25... Discriminator Loss: 0.9760... Generator Loss: 1.6907 Epoch 15/25... Discriminator Loss: 1.1534... Generator Loss: 1.3483 Epoch 15/25... Discriminator Loss: 1.0617... Generator Loss: 1.6593 Epoch 15/25... Discriminator Loss: 0.8534... Generator Loss: 1.6164 Epoch 15/25... Discriminator Loss: 1.3862... Generator Loss: 0.9535 Epoch 15/25... Discriminator Loss: 1.1110... Generator Loss: 1.6343 Epoch 15/25... Discriminator Loss: 1.0996... Generator Loss: 2.1823 Epoch 15/25... Discriminator Loss: 1.0598... Generator Loss: 1.4373 Epoch 15/25... Discriminator Loss: 1.1109... Generator Loss: 1.2126 Epoch 15/25... Discriminator Loss: 1.1525... Generator Loss: 1.1518
Epoch 15/25... Discriminator Loss: 1.1618... Generator Loss: 1.4630 Epoch 15/25... Discriminator Loss: 1.1902... Generator Loss: 2.4742 Epoch 15/25... Discriminator Loss: 1.3905... Generator Loss: 1.8237 Epoch 15/25... Discriminator Loss: 1.3378... Generator Loss: 2.1952 Epoch 15/25... Discriminator Loss: 1.0131... Generator Loss: 1.4446 Epoch 15/25... Discriminator Loss: 1.0174... Generator Loss: 1.7725 Epoch 15/25... Discriminator Loss: 1.0208... Generator Loss: 1.5309 Epoch 15/25... Discriminator Loss: 1.1238... Generator Loss: 1.2057 Epoch 16/25... Discriminator Loss: 1.2085... Generator Loss: 2.0489
Epoch 16/25... Discriminator Loss: 1.1316... Generator Loss: 1.3673 Epoch 16/25... Discriminator Loss: 0.7404... Generator Loss: 2.0012 Epoch 16/25... Discriminator Loss: 1.1650... Generator Loss: 1.9192 Epoch 16/25... Discriminator Loss: 0.8960... Generator Loss: 1.2695 Epoch 16/25... Discriminator Loss: 1.0253... Generator Loss: 1.7921 Epoch 16/25... Discriminator Loss: 1.1659... Generator Loss: 1.4119 Epoch 16/25... Discriminator Loss: 0.9378... Generator Loss: 1.2900 Epoch 16/25... Discriminator Loss: 1.1514... Generator Loss: 1.6242 Epoch 16/25... Discriminator Loss: 1.1213... Generator Loss: 1.8143 Epoch 16/25... Discriminator Loss: 0.9594... Generator Loss: 2.0576
Epoch 16/25... Discriminator Loss: 1.0866... Generator Loss: 1.2530 Epoch 16/25... Discriminator Loss: 1.0554... Generator Loss: 1.4222 Epoch 16/25... Discriminator Loss: 1.1676... Generator Loss: 1.2028 Epoch 16/25... Discriminator Loss: 0.9005... Generator Loss: 1.8127 Epoch 16/25... Discriminator Loss: 1.0942... Generator Loss: 1.7331 Epoch 16/25... Discriminator Loss: 1.1545... Generator Loss: 1.2070 Epoch 16/25... Discriminator Loss: 1.0401... Generator Loss: 1.9463 Epoch 16/25... Discriminator Loss: 0.9871... Generator Loss: 1.5152 Epoch 16/25... Discriminator Loss: 1.0619... Generator Loss: 1.8653 Epoch 16/25... Discriminator Loss: 1.0755... Generator Loss: 2.4056
Epoch 16/25... Discriminator Loss: 1.2303... Generator Loss: 1.4022 Epoch 16/25... Discriminator Loss: 1.0599... Generator Loss: 1.6384 Epoch 16/25... Discriminator Loss: 1.2498... Generator Loss: 1.5673 Epoch 16/25... Discriminator Loss: 0.9868... Generator Loss: 1.3035 Epoch 16/25... Discriminator Loss: 1.4544... Generator Loss: 2.5836 Epoch 16/25... Discriminator Loss: 1.0784... Generator Loss: 1.2999 Epoch 16/25... Discriminator Loss: 1.1773... Generator Loss: 1.8228 Epoch 16/25... Discriminator Loss: 0.9689... Generator Loss: 1.5181 Epoch 16/25... Discriminator Loss: 1.1532... Generator Loss: 2.2827 Epoch 16/25... Discriminator Loss: 1.0618... Generator Loss: 1.6616
Epoch 16/25... Discriminator Loss: 0.7982... Generator Loss: 1.5114 Epoch 16/25... Discriminator Loss: 1.0899... Generator Loss: 1.6614 Epoch 16/25... Discriminator Loss: 0.9643... Generator Loss: 1.5185 Epoch 16/25... Discriminator Loss: 0.8386... Generator Loss: 1.2082 Epoch 16/25... Discriminator Loss: 0.9192... Generator Loss: 1.7437 Epoch 16/25... Discriminator Loss: 0.9161... Generator Loss: 1.6465 Epoch 16/25... Discriminator Loss: 1.1286... Generator Loss: 1.7883 Epoch 16/25... Discriminator Loss: 1.1544... Generator Loss: 1.4773 Epoch 16/25... Discriminator Loss: 1.1202... Generator Loss: 1.8829 Epoch 16/25... Discriminator Loss: 1.5284... Generator Loss: 0.8975
Epoch 16/25... Discriminator Loss: 1.0861... Generator Loss: 1.0383 Epoch 16/25... Discriminator Loss: 1.2496... Generator Loss: 2.5298 Epoch 16/25... Discriminator Loss: 1.0894... Generator Loss: 1.4437 Epoch 16/25... Discriminator Loss: 0.9968... Generator Loss: 1.4897 Epoch 16/25... Discriminator Loss: 1.4739... Generator Loss: 0.8445 Epoch 16/25... Discriminator Loss: 1.0143... Generator Loss: 1.3376 Epoch 16/25... Discriminator Loss: 1.0741... Generator Loss: 1.6596 Epoch 16/25... Discriminator Loss: 1.2124... Generator Loss: 1.1708 Epoch 16/25... Discriminator Loss: 1.0587... Generator Loss: 1.1747 Epoch 16/25... Discriminator Loss: 1.4034... Generator Loss: 2.1817
Epoch 16/25... Discriminator Loss: 1.0222... Generator Loss: 1.7316 Epoch 16/25... Discriminator Loss: 1.1167... Generator Loss: 1.1011 Epoch 16/25... Discriminator Loss: 1.0291... Generator Loss: 1.7760 Epoch 16/25... Discriminator Loss: 0.9955... Generator Loss: 1.6872 Epoch 16/25... Discriminator Loss: 1.1311... Generator Loss: 2.1155 Epoch 16/25... Discriminator Loss: 1.2436... Generator Loss: 1.8876 Epoch 16/25... Discriminator Loss: 1.1538... Generator Loss: 1.0402 Epoch 16/25... Discriminator Loss: 0.8624... Generator Loss: 1.7112 Epoch 16/25... Discriminator Loss: 0.8615... Generator Loss: 1.6249 Epoch 16/25... Discriminator Loss: 1.1620... Generator Loss: 2.2046
Epoch 16/25... Discriminator Loss: 1.0039... Generator Loss: 1.5511 Epoch 16/25... Discriminator Loss: 1.0479... Generator Loss: 1.1457 Epoch 16/25... Discriminator Loss: 0.9329... Generator Loss: 1.0575 Epoch 16/25... Discriminator Loss: 1.2566... Generator Loss: 1.9130 Epoch 16/25... Discriminator Loss: 1.0550... Generator Loss: 1.3205 Epoch 16/25... Discriminator Loss: 0.8444... Generator Loss: 1.3315 Epoch 16/25... Discriminator Loss: 1.1890... Generator Loss: 1.6311 Epoch 16/25... Discriminator Loss: 1.0549... Generator Loss: 1.4864 Epoch 16/25... Discriminator Loss: 1.0765... Generator Loss: 2.1382 Epoch 16/25... Discriminator Loss: 1.0034... Generator Loss: 1.7944
Epoch 16/25... Discriminator Loss: 1.1480... Generator Loss: 1.3877 Epoch 16/25... Discriminator Loss: 1.1776... Generator Loss: 1.5571 Epoch 16/25... Discriminator Loss: 1.0195... Generator Loss: 1.4371 Epoch 16/25... Discriminator Loss: 1.0696... Generator Loss: 1.4096 Epoch 16/25... Discriminator Loss: 1.0405... Generator Loss: 1.4060 Epoch 16/25... Discriminator Loss: 1.3319... Generator Loss: 2.1502 Epoch 16/25... Discriminator Loss: 0.9053... Generator Loss: 1.2309 Epoch 16/25... Discriminator Loss: 1.2062... Generator Loss: 1.8855 Epoch 16/25... Discriminator Loss: 1.2516... Generator Loss: 1.1984 Epoch 16/25... Discriminator Loss: 1.2961... Generator Loss: 1.7093
Epoch 16/25... Discriminator Loss: 1.1009... Generator Loss: 1.9299 Epoch 16/25... Discriminator Loss: 0.8824... Generator Loss: 1.5823 Epoch 16/25... Discriminator Loss: 1.2054... Generator Loss: 1.9980 Epoch 16/25... Discriminator Loss: 1.0650... Generator Loss: 1.1196 Epoch 16/25... Discriminator Loss: 1.3811... Generator Loss: 0.9171 Epoch 16/25... Discriminator Loss: 1.0110... Generator Loss: 2.0104 Epoch 16/25... Discriminator Loss: 0.9411... Generator Loss: 1.8691 Epoch 16/25... Discriminator Loss: 1.1899... Generator Loss: 1.3742 Epoch 16/25... Discriminator Loss: 1.1514... Generator Loss: 1.3435 Epoch 16/25... Discriminator Loss: 1.1839... Generator Loss: 1.8779
Epoch 16/25... Discriminator Loss: 1.6063... Generator Loss: 0.7536 Epoch 16/25... Discriminator Loss: 0.9904... Generator Loss: 1.4469 Epoch 16/25... Discriminator Loss: 1.1435... Generator Loss: 1.4155 Epoch 16/25... Discriminator Loss: 1.1400... Generator Loss: 0.9566 Epoch 16/25... Discriminator Loss: 1.0337... Generator Loss: 1.8538 Epoch 16/25... Discriminator Loss: 1.3600... Generator Loss: 1.9321 Epoch 16/25... Discriminator Loss: 1.0243... Generator Loss: 1.3137 Epoch 16/25... Discriminator Loss: 1.2203... Generator Loss: 1.5518 Epoch 16/25... Discriminator Loss: 0.9897... Generator Loss: 1.9363 Epoch 16/25... Discriminator Loss: 1.0027... Generator Loss: 1.8398
Epoch 16/25... Discriminator Loss: 0.9487... Generator Loss: 1.3020 Epoch 16/25... Discriminator Loss: 1.5738... Generator Loss: 0.9270 Epoch 16/25... Discriminator Loss: 0.8521... Generator Loss: 1.9396 Epoch 16/25... Discriminator Loss: 1.0548... Generator Loss: 2.3832 Epoch 16/25... Discriminator Loss: 1.2782... Generator Loss: 2.1328 Epoch 16/25... Discriminator Loss: 1.0961... Generator Loss: 1.9491 Epoch 16/25... Discriminator Loss: 1.0976... Generator Loss: 1.8216 Epoch 16/25... Discriminator Loss: 0.9255... Generator Loss: 1.5634 Epoch 16/25... Discriminator Loss: 1.0666... Generator Loss: 1.6481 Epoch 16/25... Discriminator Loss: 1.0916... Generator Loss: 1.6807
Epoch 16/25... Discriminator Loss: 1.2621... Generator Loss: 1.6463 Epoch 16/25... Discriminator Loss: 0.8134... Generator Loss: 1.8553 Epoch 16/25... Discriminator Loss: 1.0093... Generator Loss: 1.4203 Epoch 16/25... Discriminator Loss: 0.9656... Generator Loss: 1.8919 Epoch 16/25... Discriminator Loss: 1.0629... Generator Loss: 2.6747 Epoch 16/25... Discriminator Loss: 1.0673... Generator Loss: 1.6710 Epoch 16/25... Discriminator Loss: 1.0658... Generator Loss: 1.6568 Epoch 16/25... Discriminator Loss: 1.0070... Generator Loss: 1.2570 Epoch 16/25... Discriminator Loss: 1.0911... Generator Loss: 1.3496 Epoch 16/25... Discriminator Loss: 0.9948... Generator Loss: 1.6058
Epoch 16/25... Discriminator Loss: 0.9457... Generator Loss: 1.4887 Epoch 16/25... Discriminator Loss: 0.7159... Generator Loss: 1.6839 Epoch 16/25... Discriminator Loss: 0.9874... Generator Loss: 1.6624 Epoch 16/25... Discriminator Loss: 1.1338... Generator Loss: 1.0679 Epoch 16/25... Discriminator Loss: 1.0764... Generator Loss: 1.4269 Epoch 16/25... Discriminator Loss: 1.0098... Generator Loss: 1.2054 Epoch 16/25... Discriminator Loss: 1.2695... Generator Loss: 1.1796 Epoch 16/25... Discriminator Loss: 1.2091... Generator Loss: 1.1221 Epoch 16/25... Discriminator Loss: 0.9273... Generator Loss: 1.8754 Epoch 16/25... Discriminator Loss: 1.1461... Generator Loss: 0.9502
Epoch 16/25... Discriminator Loss: 1.1311... Generator Loss: 2.2856 Epoch 16/25... Discriminator Loss: 1.0789... Generator Loss: 1.5257 Epoch 16/25... Discriminator Loss: 1.1095... Generator Loss: 1.7888 Epoch 16/25... Discriminator Loss: 1.0244... Generator Loss: 0.8748 Epoch 16/25... Discriminator Loss: 1.1406... Generator Loss: 1.9670 Epoch 16/25... Discriminator Loss: 1.0524... Generator Loss: 1.2963 Epoch 16/25... Discriminator Loss: 1.1005... Generator Loss: 1.9047 Epoch 16/25... Discriminator Loss: 1.0609... Generator Loss: 1.2235 Epoch 16/25... Discriminator Loss: 1.1437... Generator Loss: 1.3054 Epoch 16/25... Discriminator Loss: 1.1663... Generator Loss: 1.0619
Epoch 16/25... Discriminator Loss: 0.8242... Generator Loss: 1.6408 Epoch 16/25... Discriminator Loss: 1.1338... Generator Loss: 1.2461 Epoch 16/25... Discriminator Loss: 1.2995... Generator Loss: 2.4807 Epoch 16/25... Discriminator Loss: 1.0269... Generator Loss: 1.4362 Epoch 16/25... Discriminator Loss: 1.2804... Generator Loss: 1.5844 Epoch 16/25... Discriminator Loss: 1.0442... Generator Loss: 1.3835 Epoch 16/25... Discriminator Loss: 1.0596... Generator Loss: 1.8207 Epoch 16/25... Discriminator Loss: 1.1382... Generator Loss: 1.0392 Epoch 16/25... Discriminator Loss: 1.0533... Generator Loss: 1.7674 Epoch 16/25... Discriminator Loss: 1.0619... Generator Loss: 1.5428
Epoch 16/25... Discriminator Loss: 1.1100... Generator Loss: 1.4515 Epoch 16/25... Discriminator Loss: 0.8621... Generator Loss: 1.6591 Epoch 16/25... Discriminator Loss: 1.2532... Generator Loss: 0.9601 Epoch 16/25... Discriminator Loss: 1.1011... Generator Loss: 1.4309 Epoch 16/25... Discriminator Loss: 1.2814... Generator Loss: 1.1557 Epoch 16/25... Discriminator Loss: 0.9844... Generator Loss: 1.5050 Epoch 16/25... Discriminator Loss: 1.0731... Generator Loss: 1.7286 Epoch 16/25... Discriminator Loss: 1.2124... Generator Loss: 1.2832 Epoch 17/25... Discriminator Loss: 1.1256... Generator Loss: 1.9645
Epoch 17/25... Discriminator Loss: 1.0008... Generator Loss: 1.8279 Epoch 17/25... Discriminator Loss: 1.0766... Generator Loss: 1.3558 Epoch 17/25... Discriminator Loss: 0.9412... Generator Loss: 2.2498 Epoch 17/25... Discriminator Loss: 0.7571... Generator Loss: 1.8531 Epoch 17/25... Discriminator Loss: 1.0233... Generator Loss: 1.4937 Epoch 17/25... Discriminator Loss: 0.8295... Generator Loss: 1.5045 Epoch 17/25... Discriminator Loss: 1.3278... Generator Loss: 1.2150 Epoch 17/25... Discriminator Loss: 1.1162... Generator Loss: 1.1575 Epoch 17/25... Discriminator Loss: 1.2287... Generator Loss: 0.9432 Epoch 17/25... Discriminator Loss: 0.9993... Generator Loss: 1.4000
Epoch 17/25... Discriminator Loss: 1.4142... Generator Loss: 1.8721 Epoch 17/25... Discriminator Loss: 1.1713... Generator Loss: 1.8413 Epoch 17/25... Discriminator Loss: 1.0630... Generator Loss: 1.7615 Epoch 17/25... Discriminator Loss: 0.8402... Generator Loss: 1.5776 Epoch 17/25... Discriminator Loss: 1.2113... Generator Loss: 1.3960 Epoch 17/25... Discriminator Loss: 1.3847... Generator Loss: 1.4394 Epoch 17/25... Discriminator Loss: 1.2730... Generator Loss: 2.1830 Epoch 17/25... Discriminator Loss: 1.0632... Generator Loss: 1.3274 Epoch 17/25... Discriminator Loss: 1.0652... Generator Loss: 1.6731 Epoch 17/25... Discriminator Loss: 1.0945... Generator Loss: 1.2531
Epoch 17/25... Discriminator Loss: 1.1207... Generator Loss: 1.4373 Epoch 17/25... Discriminator Loss: 1.1441... Generator Loss: 2.5446 Epoch 17/25... Discriminator Loss: 1.2152... Generator Loss: 2.1685 Epoch 17/25... Discriminator Loss: 0.8572... Generator Loss: 1.8792 Epoch 17/25... Discriminator Loss: 1.3601... Generator Loss: 0.9081 Epoch 17/25... Discriminator Loss: 0.9111... Generator Loss: 1.0629 Epoch 17/25... Discriminator Loss: 1.1548... Generator Loss: 1.2665 Epoch 17/25... Discriminator Loss: 0.9639... Generator Loss: 1.6921 Epoch 17/25... Discriminator Loss: 1.1407... Generator Loss: 1.9775 Epoch 17/25... Discriminator Loss: 1.1104... Generator Loss: 1.3555
Epoch 17/25... Discriminator Loss: 0.8931... Generator Loss: 1.4367 Epoch 17/25... Discriminator Loss: 1.2992... Generator Loss: 1.1470 Epoch 17/25... Discriminator Loss: 1.0263... Generator Loss: 1.6609 Epoch 17/25... Discriminator Loss: 1.1830... Generator Loss: 1.4953 Epoch 17/25... Discriminator Loss: 0.9647... Generator Loss: 1.3189 Epoch 17/25... Discriminator Loss: 1.1203... Generator Loss: 1.4460 Epoch 17/25... Discriminator Loss: 0.9486... Generator Loss: 1.4845 Epoch 17/25... Discriminator Loss: 1.1988... Generator Loss: 1.4508 Epoch 17/25... Discriminator Loss: 1.1455... Generator Loss: 1.2407 Epoch 17/25... Discriminator Loss: 1.3944... Generator Loss: 0.6362
Epoch 17/25... Discriminator Loss: 1.0918... Generator Loss: 1.1965 Epoch 17/25... Discriminator Loss: 1.0627... Generator Loss: 1.6231 Epoch 17/25... Discriminator Loss: 0.9763... Generator Loss: 1.6549 Epoch 17/25... Discriminator Loss: 1.1067... Generator Loss: 1.4298 Epoch 17/25... Discriminator Loss: 1.2702... Generator Loss: 0.9023 Epoch 17/25... Discriminator Loss: 0.9492... Generator Loss: 1.4655 Epoch 17/25... Discriminator Loss: 1.1981... Generator Loss: 2.1964 Epoch 17/25... Discriminator Loss: 1.0247... Generator Loss: 1.5790 Epoch 17/25... Discriminator Loss: 1.1747... Generator Loss: 1.0338 Epoch 17/25... Discriminator Loss: 1.2204... Generator Loss: 0.9031
Epoch 17/25... Discriminator Loss: 1.2196... Generator Loss: 1.1783 Epoch 17/25... Discriminator Loss: 1.1991... Generator Loss: 1.3460 Epoch 17/25... Discriminator Loss: 0.9662... Generator Loss: 1.6294 Epoch 17/25... Discriminator Loss: 0.9210... Generator Loss: 2.0814 Epoch 17/25... Discriminator Loss: 1.0860... Generator Loss: 2.0461 Epoch 17/25... Discriminator Loss: 0.7177... Generator Loss: 1.7518 Epoch 17/25... Discriminator Loss: 1.3286... Generator Loss: 2.0134 Epoch 17/25... Discriminator Loss: 1.0951... Generator Loss: 1.2098 Epoch 17/25... Discriminator Loss: 1.0590... Generator Loss: 1.4063 Epoch 17/25... Discriminator Loss: 1.0269... Generator Loss: 1.7120
Epoch 17/25... Discriminator Loss: 1.0663... Generator Loss: 2.0454 Epoch 17/25... Discriminator Loss: 1.2148... Generator Loss: 1.5327 Epoch 17/25... Discriminator Loss: 1.0522... Generator Loss: 1.8665 Epoch 17/25... Discriminator Loss: 1.1120... Generator Loss: 1.0244 Epoch 17/25... Discriminator Loss: 1.2662... Generator Loss: 1.1069 Epoch 17/25... Discriminator Loss: 0.9828... Generator Loss: 1.3092 Epoch 17/25... Discriminator Loss: 1.0441... Generator Loss: 1.2932 Epoch 17/25... Discriminator Loss: 1.0523... Generator Loss: 1.2169 Epoch 17/25... Discriminator Loss: 0.8211... Generator Loss: 1.5296 Epoch 17/25... Discriminator Loss: 0.9747... Generator Loss: 1.1827
Epoch 17/25... Discriminator Loss: 1.2743... Generator Loss: 1.8310 Epoch 17/25... Discriminator Loss: 1.0142... Generator Loss: 1.7898 Epoch 17/25... Discriminator Loss: 1.1275... Generator Loss: 1.1416 Epoch 17/25... Discriminator Loss: 0.9158... Generator Loss: 1.5996 Epoch 17/25... Discriminator Loss: 1.0090... Generator Loss: 1.3497 Epoch 17/25... Discriminator Loss: 1.2082... Generator Loss: 1.2696 Epoch 17/25... Discriminator Loss: 0.8909... Generator Loss: 1.6741 Epoch 17/25... Discriminator Loss: 1.0868... Generator Loss: 1.6925 Epoch 17/25... Discriminator Loss: 1.1241... Generator Loss: 1.2690 Epoch 17/25... Discriminator Loss: 1.3513... Generator Loss: 2.0489
Epoch 17/25... Discriminator Loss: 1.2282... Generator Loss: 1.1563 Epoch 17/25... Discriminator Loss: 1.1394... Generator Loss: 1.9894 Epoch 17/25... Discriminator Loss: 1.0015... Generator Loss: 1.6159 Epoch 17/25... Discriminator Loss: 0.8335... Generator Loss: 1.3577 Epoch 17/25... Discriminator Loss: 1.2565... Generator Loss: 0.8124 Epoch 17/25... Discriminator Loss: 1.0597... Generator Loss: 1.6018 Epoch 17/25... Discriminator Loss: 1.3585... Generator Loss: 2.6050 Epoch 17/25... Discriminator Loss: 1.2153... Generator Loss: 2.2772 Epoch 17/25... Discriminator Loss: 1.2091... Generator Loss: 1.7979 Epoch 17/25... Discriminator Loss: 1.2049... Generator Loss: 1.3327
Epoch 17/25... Discriminator Loss: 1.4277... Generator Loss: 0.8362 Epoch 17/25... Discriminator Loss: 0.9811... Generator Loss: 1.0367 Epoch 17/25... Discriminator Loss: 1.1502... Generator Loss: 0.9565 Epoch 17/25... Discriminator Loss: 1.1959... Generator Loss: 1.0901 Epoch 17/25... Discriminator Loss: 1.2823... Generator Loss: 1.9238 Epoch 17/25... Discriminator Loss: 1.0646... Generator Loss: 1.3194 Epoch 17/25... Discriminator Loss: 1.0341... Generator Loss: 1.6650 Epoch 17/25... Discriminator Loss: 1.1613... Generator Loss: 1.4036 Epoch 17/25... Discriminator Loss: 1.1100... Generator Loss: 2.3858 Epoch 17/25... Discriminator Loss: 1.0189... Generator Loss: 1.3776
Epoch 17/25... Discriminator Loss: 0.9453... Generator Loss: 1.4883 Epoch 17/25... Discriminator Loss: 1.1554... Generator Loss: 1.3764 Epoch 17/25... Discriminator Loss: 1.1912... Generator Loss: 1.5923 Epoch 17/25... Discriminator Loss: 1.1390... Generator Loss: 2.7908 Epoch 17/25... Discriminator Loss: 0.9697... Generator Loss: 2.0228 Epoch 17/25... Discriminator Loss: 0.9981... Generator Loss: 1.5552 Epoch 17/25... Discriminator Loss: 1.3492... Generator Loss: 1.0098 Epoch 17/25... Discriminator Loss: 1.0707... Generator Loss: 1.2151 Epoch 17/25... Discriminator Loss: 1.0342... Generator Loss: 1.7667 Epoch 17/25... Discriminator Loss: 0.9666... Generator Loss: 1.6603
Epoch 17/25... Discriminator Loss: 1.1611... Generator Loss: 1.7889 Epoch 17/25... Discriminator Loss: 0.9704... Generator Loss: 1.9124 Epoch 17/25... Discriminator Loss: 1.0179... Generator Loss: 1.1162 Epoch 17/25... Discriminator Loss: 1.0423... Generator Loss: 1.7255 Epoch 17/25... Discriminator Loss: 1.0320... Generator Loss: 1.8637 Epoch 17/25... Discriminator Loss: 1.0178... Generator Loss: 1.8999 Epoch 17/25... Discriminator Loss: 1.1181... Generator Loss: 1.2911 Epoch 17/25... Discriminator Loss: 1.1964... Generator Loss: 1.5813 Epoch 17/25... Discriminator Loss: 0.9110... Generator Loss: 1.7507 Epoch 17/25... Discriminator Loss: 0.7827... Generator Loss: 1.8697
Epoch 17/25... Discriminator Loss: 1.0365... Generator Loss: 1.4051 Epoch 17/25... Discriminator Loss: 1.0599... Generator Loss: 1.7906 Epoch 17/25... Discriminator Loss: 0.9892... Generator Loss: 1.2408 Epoch 17/25... Discriminator Loss: 1.1878... Generator Loss: 1.5473 Epoch 17/25... Discriminator Loss: 1.0273... Generator Loss: 1.0912 Epoch 17/25... Discriminator Loss: 0.6643... Generator Loss: 1.7662 Epoch 17/25... Discriminator Loss: 0.9277... Generator Loss: 1.1081 Epoch 17/25... Discriminator Loss: 1.4321... Generator Loss: 0.6424 Epoch 17/25... Discriminator Loss: 1.2599... Generator Loss: 1.1471 Epoch 17/25... Discriminator Loss: 1.1164... Generator Loss: 1.4445
Epoch 17/25... Discriminator Loss: 1.1527... Generator Loss: 2.1560 Epoch 17/25... Discriminator Loss: 0.9788... Generator Loss: 1.3687 Epoch 17/25... Discriminator Loss: 1.0260... Generator Loss: 2.4348 Epoch 17/25... Discriminator Loss: 1.6610... Generator Loss: 0.6132 Epoch 17/25... Discriminator Loss: 1.0001... Generator Loss: 1.9464 Epoch 17/25... Discriminator Loss: 0.9704... Generator Loss: 1.5610 Epoch 17/25... Discriminator Loss: 1.2552... Generator Loss: 1.5963 Epoch 17/25... Discriminator Loss: 0.9951... Generator Loss: 1.5583 Epoch 17/25... Discriminator Loss: 1.1081... Generator Loss: 0.9903 Epoch 17/25... Discriminator Loss: 0.9171... Generator Loss: 1.2774
Epoch 17/25... Discriminator Loss: 0.9006... Generator Loss: 1.4334 Epoch 17/25... Discriminator Loss: 1.1691... Generator Loss: 1.2132 Epoch 17/25... Discriminator Loss: 1.0786... Generator Loss: 1.3130 Epoch 17/25... Discriminator Loss: 1.1760... Generator Loss: 1.5842 Epoch 17/25... Discriminator Loss: 1.1689... Generator Loss: 1.4130 Epoch 17/25... Discriminator Loss: 1.2384... Generator Loss: 1.8404 Epoch 17/25... Discriminator Loss: 1.0712... Generator Loss: 1.5208 Epoch 17/25... Discriminator Loss: 1.0550... Generator Loss: 1.4389 Epoch 17/25... Discriminator Loss: 1.1602... Generator Loss: 2.1188 Epoch 17/25... Discriminator Loss: 1.0750... Generator Loss: 1.1561
Epoch 17/25... Discriminator Loss: 1.0375... Generator Loss: 1.7267 Epoch 17/25... Discriminator Loss: 0.9507... Generator Loss: 1.8224 Epoch 17/25... Discriminator Loss: 1.0702... Generator Loss: 1.4103 Epoch 17/25... Discriminator Loss: 0.9776... Generator Loss: 1.3110 Epoch 17/25... Discriminator Loss: 0.9933... Generator Loss: 1.4955 Epoch 17/25... Discriminator Loss: 1.1057... Generator Loss: 1.6101 Epoch 17/25... Discriminator Loss: 1.1959... Generator Loss: 1.2021 Epoch 17/25... Discriminator Loss: 0.9164... Generator Loss: 1.4015 Epoch 18/25... Discriminator Loss: 1.0602... Generator Loss: 0.9823
Epoch 18/25... Discriminator Loss: 1.6793... Generator Loss: 3.1030 Epoch 18/25... Discriminator Loss: 0.8172... Generator Loss: 1.9400 Epoch 18/25... Discriminator Loss: 1.1844... Generator Loss: 2.1609 Epoch 18/25... Discriminator Loss: 0.7929... Generator Loss: 1.8323 Epoch 18/25... Discriminator Loss: 1.1478... Generator Loss: 1.4344 Epoch 18/25... Discriminator Loss: 0.7513... Generator Loss: 1.6406 Epoch 18/25... Discriminator Loss: 1.1831... Generator Loss: 1.0487 Epoch 18/25... Discriminator Loss: 1.4441... Generator Loss: 0.8408 Epoch 18/25... Discriminator Loss: 1.0885... Generator Loss: 1.8702 Epoch 18/25... Discriminator Loss: 1.2634... Generator Loss: 1.7321
Epoch 18/25... Discriminator Loss: 1.1047... Generator Loss: 1.3579 Epoch 18/25... Discriminator Loss: 1.0955... Generator Loss: 1.7967 Epoch 18/25... Discriminator Loss: 1.0765... Generator Loss: 1.4908 Epoch 18/25... Discriminator Loss: 0.6194... Generator Loss: 2.1072 Epoch 18/25... Discriminator Loss: 1.0629... Generator Loss: 1.3044 Epoch 18/25... Discriminator Loss: 1.0649... Generator Loss: 1.1833 Epoch 18/25... Discriminator Loss: 1.0178... Generator Loss: 1.6457 Epoch 18/25... Discriminator Loss: 0.6137... Generator Loss: 1.8104 Epoch 18/25... Discriminator Loss: 0.9831... Generator Loss: 1.4255 Epoch 18/25... Discriminator Loss: 1.0057... Generator Loss: 1.2378
Epoch 18/25... Discriminator Loss: 0.9467... Generator Loss: 1.3095 Epoch 18/25... Discriminator Loss: 0.8435... Generator Loss: 1.5169 Epoch 18/25... Discriminator Loss: 1.0466... Generator Loss: 1.2123 Epoch 18/25... Discriminator Loss: 1.0676... Generator Loss: 1.2506 Epoch 18/25... Discriminator Loss: 1.0135... Generator Loss: 1.1474 Epoch 18/25... Discriminator Loss: 1.2351... Generator Loss: 1.3073 Epoch 18/25... Discriminator Loss: 1.0821... Generator Loss: 1.2692 Epoch 18/25... Discriminator Loss: 0.9001... Generator Loss: 1.6701 Epoch 18/25... Discriminator Loss: 1.0169... Generator Loss: 1.4960 Epoch 18/25... Discriminator Loss: 1.0447... Generator Loss: 1.4398
Epoch 18/25... Discriminator Loss: 1.0802... Generator Loss: 1.1554 Epoch 18/25... Discriminator Loss: 1.0565... Generator Loss: 1.5348 Epoch 18/25... Discriminator Loss: 1.0178... Generator Loss: 1.6447 Epoch 18/25... Discriminator Loss: 1.1707... Generator Loss: 0.7331 Epoch 18/25... Discriminator Loss: 1.0159... Generator Loss: 1.4796 Epoch 18/25... Discriminator Loss: 1.0595... Generator Loss: 1.7903 Epoch 18/25... Discriminator Loss: 0.9327... Generator Loss: 1.3766 Epoch 18/25... Discriminator Loss: 1.0148... Generator Loss: 1.3169 Epoch 18/25... Discriminator Loss: 0.9423... Generator Loss: 1.5321 Epoch 18/25... Discriminator Loss: 0.9284... Generator Loss: 1.2727
Epoch 18/25... Discriminator Loss: 0.9851... Generator Loss: 1.3571 Epoch 18/25... Discriminator Loss: 1.2660... Generator Loss: 2.2621 Epoch 18/25... Discriminator Loss: 1.0452... Generator Loss: 1.6311 Epoch 18/25... Discriminator Loss: 0.9450... Generator Loss: 1.4351 Epoch 18/25... Discriminator Loss: 1.1722... Generator Loss: 0.9930 Epoch 18/25... Discriminator Loss: 1.1709... Generator Loss: 1.4338 Epoch 18/25... Discriminator Loss: 1.0906... Generator Loss: 1.7952 Epoch 18/25... Discriminator Loss: 0.9908... Generator Loss: 1.6639 Epoch 18/25... Discriminator Loss: 1.1936... Generator Loss: 1.4162 Epoch 18/25... Discriminator Loss: 1.2397... Generator Loss: 1.4653
Epoch 18/25... Discriminator Loss: 1.0328... Generator Loss: 1.2506 Epoch 18/25... Discriminator Loss: 1.2486... Generator Loss: 0.9047 Epoch 18/25... Discriminator Loss: 1.1573... Generator Loss: 1.3600 Epoch 18/25... Discriminator Loss: 1.1351... Generator Loss: 2.5572 Epoch 18/25... Discriminator Loss: 1.0791... Generator Loss: 2.1148 Epoch 18/25... Discriminator Loss: 1.1903... Generator Loss: 1.6056 Epoch 18/25... Discriminator Loss: 1.0546... Generator Loss: 1.6132 Epoch 18/25... Discriminator Loss: 1.1463... Generator Loss: 1.3849 Epoch 18/25... Discriminator Loss: 0.9315... Generator Loss: 1.4695 Epoch 18/25... Discriminator Loss: 1.0350... Generator Loss: 2.0696
Epoch 18/25... Discriminator Loss: 1.1696... Generator Loss: 1.6258 Epoch 18/25... Discriminator Loss: 0.9588... Generator Loss: 1.5353 Epoch 18/25... Discriminator Loss: 1.0257... Generator Loss: 1.4585 Epoch 18/25... Discriminator Loss: 1.3597... Generator Loss: 3.4508 Epoch 18/25... Discriminator Loss: 1.0238... Generator Loss: 1.4856 Epoch 18/25... Discriminator Loss: 1.0794... Generator Loss: 1.3096 Epoch 18/25... Discriminator Loss: 1.2056... Generator Loss: 1.5566 Epoch 18/25... Discriminator Loss: 1.0923... Generator Loss: 1.2943 Epoch 18/25... Discriminator Loss: 0.9590... Generator Loss: 1.7288 Epoch 18/25... Discriminator Loss: 1.1007... Generator Loss: 1.6594
Epoch 18/25... Discriminator Loss: 1.1606... Generator Loss: 1.4454 Epoch 18/25... Discriminator Loss: 0.8755... Generator Loss: 1.5666 Epoch 18/25... Discriminator Loss: 1.0783... Generator Loss: 1.2859 Epoch 18/25... Discriminator Loss: 1.0945... Generator Loss: 0.9885 Epoch 18/25... Discriminator Loss: 1.3019... Generator Loss: 1.9127 Epoch 18/25... Discriminator Loss: 1.2356... Generator Loss: 1.1113 Epoch 18/25... Discriminator Loss: 0.8195... Generator Loss: 1.3480 Epoch 18/25... Discriminator Loss: 1.0758... Generator Loss: 2.1574 Epoch 18/25... Discriminator Loss: 0.8240... Generator Loss: 1.5457 Epoch 18/25... Discriminator Loss: 1.1805... Generator Loss: 1.9820
Epoch 18/25... Discriminator Loss: 1.0366... Generator Loss: 1.9758 Epoch 18/25... Discriminator Loss: 1.0120... Generator Loss: 1.5290 Epoch 18/25... Discriminator Loss: 0.9874... Generator Loss: 1.3034 Epoch 18/25... Discriminator Loss: 1.1498... Generator Loss: 1.2966 Epoch 18/25... Discriminator Loss: 1.0108... Generator Loss: 1.2615 Epoch 18/25... Discriminator Loss: 1.0615... Generator Loss: 1.6125 Epoch 18/25... Discriminator Loss: 0.9172... Generator Loss: 1.7382 Epoch 18/25... Discriminator Loss: 1.0490... Generator Loss: 1.5555 Epoch 18/25... Discriminator Loss: 1.0659... Generator Loss: 1.6062 Epoch 18/25... Discriminator Loss: 0.8067... Generator Loss: 1.6544
Epoch 18/25... Discriminator Loss: 1.2446... Generator Loss: 0.9203 Epoch 18/25... Discriminator Loss: 1.2836... Generator Loss: 1.1786 Epoch 18/25... Discriminator Loss: 1.2534... Generator Loss: 1.3521 Epoch 18/25... Discriminator Loss: 1.1310... Generator Loss: 1.0969 Epoch 18/25... Discriminator Loss: 1.2215... Generator Loss: 1.8400 Epoch 18/25... Discriminator Loss: 1.1353... Generator Loss: 1.8012 Epoch 18/25... Discriminator Loss: 0.8512... Generator Loss: 1.5727 Epoch 18/25... Discriminator Loss: 1.1100... Generator Loss: 1.1364 Epoch 18/25... Discriminator Loss: 1.0144... Generator Loss: 1.3134 Epoch 18/25... Discriminator Loss: 1.1143... Generator Loss: 2.5852
Epoch 18/25... Discriminator Loss: 1.0389... Generator Loss: 1.4025 Epoch 18/25... Discriminator Loss: 1.3898... Generator Loss: 0.6684 Epoch 18/25... Discriminator Loss: 1.1279... Generator Loss: 1.3900 Epoch 18/25... Discriminator Loss: 1.0220... Generator Loss: 1.5991 Epoch 18/25... Discriminator Loss: 1.1464... Generator Loss: 2.3478 Epoch 18/25... Discriminator Loss: 0.8966... Generator Loss: 1.9524 Epoch 18/25... Discriminator Loss: 1.0303... Generator Loss: 1.2208 Epoch 18/25... Discriminator Loss: 0.9546... Generator Loss: 2.0739 Epoch 18/25... Discriminator Loss: 0.9370... Generator Loss: 1.8573 Epoch 18/25... Discriminator Loss: 1.0694... Generator Loss: 0.9912
Epoch 18/25... Discriminator Loss: 1.2329... Generator Loss: 1.9130 Epoch 18/25... Discriminator Loss: 0.8939... Generator Loss: 1.6203 Epoch 18/25... Discriminator Loss: 1.1353... Generator Loss: 1.5599 Epoch 18/25... Discriminator Loss: 0.9669... Generator Loss: 1.6402 Epoch 18/25... Discriminator Loss: 0.8357... Generator Loss: 2.1425 Epoch 18/25... Discriminator Loss: 0.8975... Generator Loss: 2.3249 Epoch 18/25... Discriminator Loss: 1.2434... Generator Loss: 0.6979 Epoch 18/25... Discriminator Loss: 1.2524... Generator Loss: 2.1814 Epoch 18/25... Discriminator Loss: 0.9734... Generator Loss: 1.6488 Epoch 18/25... Discriminator Loss: 1.0818... Generator Loss: 1.2149
Epoch 18/25... Discriminator Loss: 1.0485... Generator Loss: 1.3470 Epoch 18/25... Discriminator Loss: 1.2964... Generator Loss: 0.8414 Epoch 18/25... Discriminator Loss: 0.9092... Generator Loss: 1.4065 Epoch 18/25... Discriminator Loss: 0.9448... Generator Loss: 1.4250 Epoch 18/25... Discriminator Loss: 0.9846... Generator Loss: 1.3072 Epoch 18/25... Discriminator Loss: 0.9788... Generator Loss: 1.2554 Epoch 18/25... Discriminator Loss: 0.8816... Generator Loss: 1.4813 Epoch 18/25... Discriminator Loss: 0.8400... Generator Loss: 1.7812 Epoch 18/25... Discriminator Loss: 1.0352... Generator Loss: 1.3617 Epoch 18/25... Discriminator Loss: 1.3240... Generator Loss: 1.3651
Epoch 18/25... Discriminator Loss: 1.0396... Generator Loss: 1.4091 Epoch 18/25... Discriminator Loss: 0.8981... Generator Loss: 1.5456 Epoch 18/25... Discriminator Loss: 1.1488... Generator Loss: 1.4532 Epoch 18/25... Discriminator Loss: 1.4856... Generator Loss: 0.8280 Epoch 18/25... Discriminator Loss: 1.0502... Generator Loss: 1.9421 Epoch 18/25... Discriminator Loss: 0.9699... Generator Loss: 1.4320 Epoch 18/25... Discriminator Loss: 0.9568... Generator Loss: 2.1153 Epoch 18/25... Discriminator Loss: 1.2209... Generator Loss: 1.1451 Epoch 18/25... Discriminator Loss: 0.9327... Generator Loss: 1.4448 Epoch 18/25... Discriminator Loss: 0.9315... Generator Loss: 1.3751
Epoch 18/25... Discriminator Loss: 0.9722... Generator Loss: 2.1377 Epoch 18/25... Discriminator Loss: 1.2512... Generator Loss: 2.0222 Epoch 18/25... Discriminator Loss: 1.2534... Generator Loss: 1.5225 Epoch 18/25... Discriminator Loss: 1.1476... Generator Loss: 1.7799 Epoch 18/25... Discriminator Loss: 1.2175... Generator Loss: 2.0782 Epoch 18/25... Discriminator Loss: 1.0365... Generator Loss: 1.2154 Epoch 18/25... Discriminator Loss: 1.2327... Generator Loss: 2.1650 Epoch 18/25... Discriminator Loss: 0.9866... Generator Loss: 1.6848 Epoch 18/25... Discriminator Loss: 0.9350... Generator Loss: 1.6014 Epoch 18/25... Discriminator Loss: 1.4769... Generator Loss: 0.8881
Epoch 18/25... Discriminator Loss: 1.1970... Generator Loss: 2.1184 Epoch 18/25... Discriminator Loss: 0.9053... Generator Loss: 1.6345 Epoch 18/25... Discriminator Loss: 1.2070... Generator Loss: 2.3514 Epoch 18/25... Discriminator Loss: 1.0252... Generator Loss: 1.4702 Epoch 18/25... Discriminator Loss: 1.1754... Generator Loss: 1.8919 Epoch 18/25... Discriminator Loss: 0.9590... Generator Loss: 1.5722 Epoch 18/25... Discriminator Loss: 0.8916... Generator Loss: 1.4168 Epoch 18/25... Discriminator Loss: 1.2012... Generator Loss: 1.0642 Epoch 19/25... Discriminator Loss: 0.9796... Generator Loss: 1.6392
Epoch 19/25... Discriminator Loss: 0.9396... Generator Loss: 1.5998 Epoch 19/25... Discriminator Loss: 0.8916... Generator Loss: 1.8085 Epoch 19/25... Discriminator Loss: 1.0939... Generator Loss: 3.0593 Epoch 19/25... Discriminator Loss: 0.8458... Generator Loss: 1.5253 Epoch 19/25... Discriminator Loss: 1.5089... Generator Loss: 1.9500 Epoch 19/25... Discriminator Loss: 1.0314... Generator Loss: 1.6192 Epoch 19/25... Discriminator Loss: 1.0397... Generator Loss: 1.2158 Epoch 19/25... Discriminator Loss: 1.0337... Generator Loss: 1.2541 Epoch 19/25... Discriminator Loss: 1.0091... Generator Loss: 1.7587 Epoch 19/25... Discriminator Loss: 1.0003... Generator Loss: 1.5896
Epoch 19/25... Discriminator Loss: 1.1500... Generator Loss: 1.0547 Epoch 19/25... Discriminator Loss: 1.0351... Generator Loss: 1.3044 Epoch 19/25... Discriminator Loss: 1.1276... Generator Loss: 1.8526 Epoch 19/25... Discriminator Loss: 0.9474... Generator Loss: 1.4731 Epoch 19/25... Discriminator Loss: 1.1673... Generator Loss: 1.5685 Epoch 19/25... Discriminator Loss: 1.0679... Generator Loss: 1.7096 Epoch 19/25... Discriminator Loss: 0.9978... Generator Loss: 1.9569 Epoch 19/25... Discriminator Loss: 0.9572... Generator Loss: 1.6388 Epoch 19/25... Discriminator Loss: 1.0586... Generator Loss: 1.5123 Epoch 19/25... Discriminator Loss: 1.0445... Generator Loss: 1.6822
Epoch 19/25... Discriminator Loss: 1.2626... Generator Loss: 2.6039 Epoch 19/25... Discriminator Loss: 0.9712... Generator Loss: 1.2844 Epoch 19/25... Discriminator Loss: 1.2021... Generator Loss: 2.4343 Epoch 19/25... Discriminator Loss: 0.7377... Generator Loss: 1.9919 Epoch 19/25... Discriminator Loss: 1.1824... Generator Loss: 1.8617 Epoch 19/25... Discriminator Loss: 1.0401... Generator Loss: 0.9764 Epoch 19/25... Discriminator Loss: 1.0263... Generator Loss: 1.3355 Epoch 19/25... Discriminator Loss: 1.0887... Generator Loss: 2.1598 Epoch 19/25... Discriminator Loss: 1.0819... Generator Loss: 1.3267 Epoch 19/25... Discriminator Loss: 1.2031... Generator Loss: 1.7593
Epoch 19/25... Discriminator Loss: 1.0057... Generator Loss: 1.2471 Epoch 19/25... Discriminator Loss: 1.4539... Generator Loss: 2.0647 Epoch 19/25... Discriminator Loss: 0.9402... Generator Loss: 2.3213 Epoch 19/25... Discriminator Loss: 1.1480... Generator Loss: 1.1327 Epoch 19/25... Discriminator Loss: 0.9479... Generator Loss: 1.9658 Epoch 19/25... Discriminator Loss: 0.9051... Generator Loss: 1.5395 Epoch 19/25... Discriminator Loss: 1.2218... Generator Loss: 2.0928 Epoch 19/25... Discriminator Loss: 1.2359... Generator Loss: 1.0197 Epoch 19/25... Discriminator Loss: 1.1586... Generator Loss: 1.1227 Epoch 19/25... Discriminator Loss: 1.3344... Generator Loss: 0.5374
Epoch 19/25... Discriminator Loss: 1.1195... Generator Loss: 1.3861 Epoch 19/25... Discriminator Loss: 1.0936... Generator Loss: 1.9754 Epoch 19/25... Discriminator Loss: 1.3134... Generator Loss: 2.4659 Epoch 19/25... Discriminator Loss: 1.0555... Generator Loss: 1.6669 Epoch 19/25... Discriminator Loss: 1.3735... Generator Loss: 0.9753 Epoch 19/25... Discriminator Loss: 1.0509... Generator Loss: 1.2844 Epoch 19/25... Discriminator Loss: 1.2014... Generator Loss: 2.0990 Epoch 19/25... Discriminator Loss: 1.0507... Generator Loss: 1.2898 Epoch 19/25... Discriminator Loss: 1.1769... Generator Loss: 1.1647 Epoch 19/25... Discriminator Loss: 1.3164... Generator Loss: 1.9051
Epoch 19/25... Discriminator Loss: 1.0777... Generator Loss: 1.5041 Epoch 19/25... Discriminator Loss: 1.1086... Generator Loss: 1.9401 Epoch 19/25... Discriminator Loss: 1.0118... Generator Loss: 2.0778 Epoch 19/25... Discriminator Loss: 0.9328... Generator Loss: 1.7707 Epoch 19/25... Discriminator Loss: 1.1303... Generator Loss: 1.9958 Epoch 19/25... Discriminator Loss: 1.0319... Generator Loss: 1.7708 Epoch 19/25... Discriminator Loss: 1.0501... Generator Loss: 2.0139 Epoch 19/25... Discriminator Loss: 0.9664... Generator Loss: 1.9615 Epoch 19/25... Discriminator Loss: 1.0542... Generator Loss: 1.4551 Epoch 19/25... Discriminator Loss: 1.1471... Generator Loss: 1.7164
Epoch 19/25... Discriminator Loss: 0.8149... Generator Loss: 2.6158 Epoch 19/25... Discriminator Loss: 1.0467... Generator Loss: 1.7166 Epoch 19/25... Discriminator Loss: 1.1132... Generator Loss: 1.2241 Epoch 19/25... Discriminator Loss: 1.2308... Generator Loss: 0.8580 Epoch 19/25... Discriminator Loss: 1.0056... Generator Loss: 1.5673 Epoch 19/25... Discriminator Loss: 1.3801... Generator Loss: 0.9099 Epoch 19/25... Discriminator Loss: 1.1105... Generator Loss: 2.1788 Epoch 19/25... Discriminator Loss: 1.0221... Generator Loss: 1.9239 Epoch 19/25... Discriminator Loss: 0.9799... Generator Loss: 1.6201 Epoch 19/25... Discriminator Loss: 1.2047... Generator Loss: 1.4892
Epoch 19/25... Discriminator Loss: 1.0153... Generator Loss: 1.2397 Epoch 19/25... Discriminator Loss: 0.8554... Generator Loss: 1.5741 Epoch 19/25... Discriminator Loss: 1.2428... Generator Loss: 2.3613 Epoch 19/25... Discriminator Loss: 1.1276... Generator Loss: 1.5035 Epoch 19/25... Discriminator Loss: 1.0927... Generator Loss: 1.7586 Epoch 19/25... Discriminator Loss: 1.2203... Generator Loss: 1.0331 Epoch 19/25... Discriminator Loss: 1.1408... Generator Loss: 0.9953 Epoch 19/25... Discriminator Loss: 1.0187... Generator Loss: 1.2287 Epoch 19/25... Discriminator Loss: 1.0497... Generator Loss: 1.3954 Epoch 19/25... Discriminator Loss: 1.6256... Generator Loss: 3.1748
Epoch 19/25... Discriminator Loss: 0.9625... Generator Loss: 1.3407 Epoch 19/25... Discriminator Loss: 1.0407... Generator Loss: 2.1187 Epoch 19/25... Discriminator Loss: 1.0867... Generator Loss: 1.8097 Epoch 19/25... Discriminator Loss: 1.2448... Generator Loss: 1.0396 Epoch 19/25... Discriminator Loss: 1.2041... Generator Loss: 1.1230 Epoch 19/25... Discriminator Loss: 1.3758... Generator Loss: 2.5434 Epoch 19/25... Discriminator Loss: 1.1348... Generator Loss: 2.0082 Epoch 19/25... Discriminator Loss: 1.0123... Generator Loss: 1.3526 Epoch 19/25... Discriminator Loss: 1.1512... Generator Loss: 1.5741 Epoch 19/25... Discriminator Loss: 1.0778... Generator Loss: 2.2460
Epoch 19/25... Discriminator Loss: 1.2127... Generator Loss: 1.1740 Epoch 19/25... Discriminator Loss: 1.1140... Generator Loss: 1.0562 Epoch 19/25... Discriminator Loss: 1.0725... Generator Loss: 1.4024 Epoch 19/25... Discriminator Loss: 0.9666... Generator Loss: 1.1843 Epoch 19/25... Discriminator Loss: 0.9862... Generator Loss: 1.3932 Epoch 19/25... Discriminator Loss: 0.7934... Generator Loss: 1.7273 Epoch 19/25... Discriminator Loss: 1.0524... Generator Loss: 1.4200 Epoch 19/25... Discriminator Loss: 0.8959... Generator Loss: 1.7004 Epoch 19/25... Discriminator Loss: 0.9437... Generator Loss: 1.3329 Epoch 19/25... Discriminator Loss: 1.7357... Generator Loss: 0.6100
Epoch 19/25... Discriminator Loss: 1.2013... Generator Loss: 1.1413 Epoch 19/25... Discriminator Loss: 1.4531... Generator Loss: 0.6732 Epoch 19/25... Discriminator Loss: 1.0221... Generator Loss: 1.6121 Epoch 19/25... Discriminator Loss: 0.8314... Generator Loss: 2.2337 Epoch 19/25... Discriminator Loss: 1.0959... Generator Loss: 2.2038 Epoch 19/25... Discriminator Loss: 1.1538... Generator Loss: 2.9584 Epoch 19/25... Discriminator Loss: 1.1419... Generator Loss: 1.0870 Epoch 19/25... Discriminator Loss: 0.9644... Generator Loss: 1.5789 Epoch 19/25... Discriminator Loss: 0.8230... Generator Loss: 1.4631 Epoch 19/25... Discriminator Loss: 1.3570... Generator Loss: 3.1120
Epoch 19/25... Discriminator Loss: 1.1221... Generator Loss: 1.6688 Epoch 19/25... Discriminator Loss: 1.0080... Generator Loss: 1.7150 Epoch 19/25... Discriminator Loss: 0.9592... Generator Loss: 1.8185 Epoch 19/25... Discriminator Loss: 1.1673... Generator Loss: 1.7656 Epoch 19/25... Discriminator Loss: 0.9953... Generator Loss: 2.2724 Epoch 19/25... Discriminator Loss: 1.0645... Generator Loss: 1.5478 Epoch 19/25... Discriminator Loss: 1.3955... Generator Loss: 0.9968 Epoch 19/25... Discriminator Loss: 1.0056... Generator Loss: 1.1758 Epoch 19/25... Discriminator Loss: 0.9862... Generator Loss: 1.6337 Epoch 19/25... Discriminator Loss: 0.8771... Generator Loss: 1.8255
Epoch 19/25... Discriminator Loss: 1.0079... Generator Loss: 1.5751 Epoch 19/25... Discriminator Loss: 0.9148... Generator Loss: 1.6386 Epoch 19/25... Discriminator Loss: 1.0846... Generator Loss: 2.3407 Epoch 19/25... Discriminator Loss: 1.0806... Generator Loss: 1.3907 Epoch 19/25... Discriminator Loss: 1.1384... Generator Loss: 1.6411 Epoch 19/25... Discriminator Loss: 0.9530... Generator Loss: 1.5023 Epoch 19/25... Discriminator Loss: 0.8810... Generator Loss: 1.5985 Epoch 19/25... Discriminator Loss: 1.1432... Generator Loss: 1.0923 Epoch 19/25... Discriminator Loss: 1.2103... Generator Loss: 1.6381 Epoch 19/25... Discriminator Loss: 1.2109... Generator Loss: 1.8126
Epoch 19/25... Discriminator Loss: 1.1194... Generator Loss: 1.3883 Epoch 19/25... Discriminator Loss: 1.1828... Generator Loss: 1.4070 Epoch 19/25... Discriminator Loss: 1.0701... Generator Loss: 0.8828 Epoch 19/25... Discriminator Loss: 0.9283... Generator Loss: 1.3154 Epoch 19/25... Discriminator Loss: 1.0468... Generator Loss: 2.0132 Epoch 19/25... Discriminator Loss: 0.9837... Generator Loss: 1.9297 Epoch 19/25... Discriminator Loss: 0.9218... Generator Loss: 1.4184 Epoch 19/25... Discriminator Loss: 1.0907... Generator Loss: 1.3154 Epoch 19/25... Discriminator Loss: 0.9926... Generator Loss: 1.1915 Epoch 19/25... Discriminator Loss: 1.0481... Generator Loss: 1.2960
Epoch 19/25... Discriminator Loss: 1.0338... Generator Loss: 1.6770 Epoch 19/25... Discriminator Loss: 0.9630... Generator Loss: 1.6748 Epoch 19/25... Discriminator Loss: 1.0412... Generator Loss: 1.5319 Epoch 19/25... Discriminator Loss: 1.1355... Generator Loss: 1.3593 Epoch 19/25... Discriminator Loss: 0.9783... Generator Loss: 3.7285 Epoch 19/25... Discriminator Loss: 0.9422... Generator Loss: 1.5878 Epoch 19/25... Discriminator Loss: 1.0160... Generator Loss: 2.0590 Epoch 19/25... Discriminator Loss: 1.3367... Generator Loss: 1.0718 Epoch 19/25... Discriminator Loss: 1.0292... Generator Loss: 1.1417 Epoch 19/25... Discriminator Loss: 1.0095... Generator Loss: 1.9200
Epoch 19/25... Discriminator Loss: 1.1290... Generator Loss: 1.7617 Epoch 19/25... Discriminator Loss: 1.1126... Generator Loss: 1.9912 Epoch 19/25... Discriminator Loss: 1.2196... Generator Loss: 1.1617 Epoch 19/25... Discriminator Loss: 1.1056... Generator Loss: 2.0967 Epoch 19/25... Discriminator Loss: 1.4697... Generator Loss: 1.1057 Epoch 19/25... Discriminator Loss: 0.9406... Generator Loss: 1.7471 Epoch 19/25... Discriminator Loss: 1.0445... Generator Loss: 1.6218 Epoch 19/25... Discriminator Loss: 1.1017... Generator Loss: 1.0281 Epoch 20/25... Discriminator Loss: 1.0195... Generator Loss: 1.3257
Epoch 20/25... Discriminator Loss: 1.3698... Generator Loss: 2.9551 Epoch 20/25... Discriminator Loss: 0.8788... Generator Loss: 2.1056 Epoch 20/25... Discriminator Loss: 1.2556... Generator Loss: 3.0252 Epoch 20/25... Discriminator Loss: 1.1183... Generator Loss: 1.6898 Epoch 20/25... Discriminator Loss: 1.1117... Generator Loss: 1.8439 Epoch 20/25... Discriminator Loss: 1.0359... Generator Loss: 1.9873 Epoch 20/25... Discriminator Loss: 1.0186... Generator Loss: 1.5162 Epoch 20/25... Discriminator Loss: 0.9162... Generator Loss: 1.2782 Epoch 20/25... Discriminator Loss: 1.1606... Generator Loss: 1.2071 Epoch 20/25... Discriminator Loss: 0.9727... Generator Loss: 2.1311
Epoch 20/25... Discriminator Loss: 1.2889... Generator Loss: 0.9406 Epoch 20/25... Discriminator Loss: 1.0683... Generator Loss: 1.6407 Epoch 20/25... Discriminator Loss: 1.0652... Generator Loss: 1.4099 Epoch 20/25... Discriminator Loss: 0.9438... Generator Loss: 1.7461 Epoch 20/25... Discriminator Loss: 1.0804... Generator Loss: 1.7703 Epoch 20/25... Discriminator Loss: 1.1818... Generator Loss: 1.1756 Epoch 20/25... Discriminator Loss: 0.9371... Generator Loss: 1.8809 Epoch 20/25... Discriminator Loss: 0.9430... Generator Loss: 1.5642 Epoch 20/25... Discriminator Loss: 0.8537... Generator Loss: 2.1760 Epoch 20/25... Discriminator Loss: 0.7743... Generator Loss: 2.0043
Epoch 20/25... Discriminator Loss: 0.9872... Generator Loss: 1.4279 Epoch 20/25... Discriminator Loss: 1.3681... Generator Loss: 2.6583 Epoch 20/25... Discriminator Loss: 0.9853... Generator Loss: 1.4890 Epoch 20/25... Discriminator Loss: 1.1716... Generator Loss: 1.0744 Epoch 20/25... Discriminator Loss: 0.8251... Generator Loss: 1.7337 Epoch 20/25... Discriminator Loss: 1.2696... Generator Loss: 0.8329 Epoch 20/25... Discriminator Loss: 1.1004... Generator Loss: 1.6852 Epoch 20/25... Discriminator Loss: 1.1794... Generator Loss: 2.8813 Epoch 20/25... Discriminator Loss: 0.8914... Generator Loss: 1.6343 Epoch 20/25... Discriminator Loss: 1.0530... Generator Loss: 1.1645
Epoch 20/25... Discriminator Loss: 0.8709... Generator Loss: 1.3600 Epoch 20/25... Discriminator Loss: 1.7908... Generator Loss: 0.6119 Epoch 20/25... Discriminator Loss: 0.8754... Generator Loss: 1.9410 Epoch 20/25... Discriminator Loss: 1.0815... Generator Loss: 1.1383 Epoch 20/25... Discriminator Loss: 1.1775... Generator Loss: 1.3523 Epoch 20/25... Discriminator Loss: 1.0115... Generator Loss: 1.3581 Epoch 20/25... Discriminator Loss: 1.0406... Generator Loss: 1.3071 Epoch 20/25... Discriminator Loss: 1.2247... Generator Loss: 0.8250 Epoch 20/25... Discriminator Loss: 0.9751... Generator Loss: 1.2534 Epoch 20/25... Discriminator Loss: 1.1366... Generator Loss: 1.5067
Epoch 20/25... Discriminator Loss: 1.0190... Generator Loss: 2.0299 Epoch 20/25... Discriminator Loss: 0.9777... Generator Loss: 1.5782 Epoch 20/25... Discriminator Loss: 1.0129... Generator Loss: 1.4668 Epoch 20/25... Discriminator Loss: 1.0446... Generator Loss: 1.7932 Epoch 20/25... Discriminator Loss: 1.1416... Generator Loss: 1.2787 Epoch 20/25... Discriminator Loss: 0.8130... Generator Loss: 1.2925 Epoch 20/25... Discriminator Loss: 1.2817... Generator Loss: 1.4840 Epoch 20/25... Discriminator Loss: 1.0631... Generator Loss: 1.5848 Epoch 20/25... Discriminator Loss: 1.0936... Generator Loss: 1.4135 Epoch 20/25... Discriminator Loss: 1.6059... Generator Loss: 2.4349
Epoch 20/25... Discriminator Loss: 0.9267... Generator Loss: 1.8436 Epoch 20/25... Discriminator Loss: 0.9658... Generator Loss: 1.3117 Epoch 20/25... Discriminator Loss: 1.1020... Generator Loss: 1.3538 Epoch 20/25... Discriminator Loss: 0.9671... Generator Loss: 1.8109 Epoch 20/25... Discriminator Loss: 1.1105... Generator Loss: 1.2350 Epoch 20/25... Discriminator Loss: 1.1422... Generator Loss: 1.0914 Epoch 20/25... Discriminator Loss: 1.0290... Generator Loss: 1.1255 Epoch 20/25... Discriminator Loss: 1.3217... Generator Loss: 0.8843 Epoch 20/25... Discriminator Loss: 0.8972... Generator Loss: 1.3329 Epoch 20/25... Discriminator Loss: 0.7037... Generator Loss: 1.7655
Epoch 20/25... Discriminator Loss: 1.1121... Generator Loss: 2.4764 Epoch 20/25... Discriminator Loss: 1.0666... Generator Loss: 0.9808 Epoch 20/25... Discriminator Loss: 0.8716... Generator Loss: 1.2976 Epoch 20/25... Discriminator Loss: 1.2697... Generator Loss: 1.0031 Epoch 20/25... Discriminator Loss: 1.2002... Generator Loss: 2.6430 Epoch 20/25... Discriminator Loss: 0.8773... Generator Loss: 1.2723 Epoch 20/25... Discriminator Loss: 1.2778... Generator Loss: 1.9799 Epoch 20/25... Discriminator Loss: 1.0411... Generator Loss: 2.1275 Epoch 20/25... Discriminator Loss: 1.0235... Generator Loss: 1.5128 Epoch 20/25... Discriminator Loss: 0.9037... Generator Loss: 1.2534
Epoch 20/25... Discriminator Loss: 0.9043... Generator Loss: 2.0189 Epoch 20/25... Discriminator Loss: 1.1617... Generator Loss: 1.1503 Epoch 20/25... Discriminator Loss: 1.0613... Generator Loss: 1.1678 Epoch 20/25... Discriminator Loss: 1.0455... Generator Loss: 1.7341 Epoch 20/25... Discriminator Loss: 1.0527... Generator Loss: 1.9505 Epoch 20/25... Discriminator Loss: 1.2516... Generator Loss: 1.1284 Epoch 20/25... Discriminator Loss: 0.7939... Generator Loss: 1.7059 Epoch 20/25... Discriminator Loss: 0.7228... Generator Loss: 2.1352 Epoch 20/25... Discriminator Loss: 0.9703... Generator Loss: 1.2544 Epoch 20/25... Discriminator Loss: 1.1159... Generator Loss: 1.7312
Epoch 20/25... Discriminator Loss: 0.9396... Generator Loss: 1.6597 Epoch 20/25... Discriminator Loss: 0.9657... Generator Loss: 2.1589 Epoch 20/25... Discriminator Loss: 1.0256... Generator Loss: 1.8143 Epoch 20/25... Discriminator Loss: 1.3999... Generator Loss: 0.6433 Epoch 20/25... Discriminator Loss: 1.0740... Generator Loss: 1.4680 Epoch 20/25... Discriminator Loss: 1.0432... Generator Loss: 1.5972 Epoch 20/25... Discriminator Loss: 0.9346... Generator Loss: 2.1143 Epoch 20/25... Discriminator Loss: 1.4141... Generator Loss: 2.2170 Epoch 20/25... Discriminator Loss: 1.0867... Generator Loss: 1.1833 Epoch 20/25... Discriminator Loss: 1.0897... Generator Loss: 2.4747
Epoch 20/25... Discriminator Loss: 1.3695... Generator Loss: 0.9089 Epoch 20/25... Discriminator Loss: 0.9298... Generator Loss: 1.8361 Epoch 20/25... Discriminator Loss: 1.2720... Generator Loss: 1.1723 Epoch 20/25... Discriminator Loss: 1.1106... Generator Loss: 1.0764 Epoch 20/25... Discriminator Loss: 0.9881... Generator Loss: 1.0703 Epoch 20/25... Discriminator Loss: 0.9582... Generator Loss: 1.2720 Epoch 20/25... Discriminator Loss: 0.9394... Generator Loss: 1.5731 Epoch 20/25... Discriminator Loss: 1.2136... Generator Loss: 1.2836 Epoch 20/25... Discriminator Loss: 1.0089... Generator Loss: 2.7567 Epoch 20/25... Discriminator Loss: 1.4352... Generator Loss: 0.8755
Epoch 20/25... Discriminator Loss: 1.1458... Generator Loss: 1.2253 Epoch 20/25... Discriminator Loss: 1.0615... Generator Loss: 1.5316 Epoch 20/25... Discriminator Loss: 0.9369... Generator Loss: 1.8228 Epoch 20/25... Discriminator Loss: 0.9183... Generator Loss: 1.3037 Epoch 20/25... Discriminator Loss: 0.9482... Generator Loss: 2.3090 Epoch 20/25... Discriminator Loss: 1.1097... Generator Loss: 2.2655 Epoch 20/25... Discriminator Loss: 0.9958... Generator Loss: 1.3403 Epoch 20/25... Discriminator Loss: 0.9244... Generator Loss: 1.5163 Epoch 20/25... Discriminator Loss: 0.9252... Generator Loss: 1.4221 Epoch 20/25... Discriminator Loss: 0.8887... Generator Loss: 2.4190
Epoch 20/25... Discriminator Loss: 1.2909... Generator Loss: 1.9443 Epoch 20/25... Discriminator Loss: 0.8680... Generator Loss: 1.5082 Epoch 20/25... Discriminator Loss: 1.0890... Generator Loss: 1.1747 Epoch 20/25... Discriminator Loss: 1.0138... Generator Loss: 1.6808 Epoch 20/25... Discriminator Loss: 0.9002... Generator Loss: 2.0483 Epoch 20/25... Discriminator Loss: 1.1891... Generator Loss: 1.2333 Epoch 20/25... Discriminator Loss: 0.9428... Generator Loss: 2.0557 Epoch 20/25... Discriminator Loss: 1.4368... Generator Loss: 1.2789 Epoch 20/25... Discriminator Loss: 0.9579... Generator Loss: 1.5235 Epoch 20/25... Discriminator Loss: 0.9948... Generator Loss: 1.3060
Epoch 20/25... Discriminator Loss: 1.2198... Generator Loss: 2.3519 Epoch 20/25... Discriminator Loss: 0.8840... Generator Loss: 1.1957 Epoch 20/25... Discriminator Loss: 0.9242... Generator Loss: 1.7835 Epoch 20/25... Discriminator Loss: 0.9989... Generator Loss: 1.6563 Epoch 20/25... Discriminator Loss: 0.9801... Generator Loss: 1.9192 Epoch 20/25... Discriminator Loss: 0.8694... Generator Loss: 1.2097 Epoch 20/25... Discriminator Loss: 0.6827... Generator Loss: 1.8342 Epoch 20/25... Discriminator Loss: 0.9748... Generator Loss: 1.3161 Epoch 20/25... Discriminator Loss: 1.2425... Generator Loss: 1.5540 Epoch 20/25... Discriminator Loss: 1.0721... Generator Loss: 1.3127
Epoch 20/25... Discriminator Loss: 1.1510... Generator Loss: 1.6906 Epoch 20/25... Discriminator Loss: 1.0853... Generator Loss: 1.3829 Epoch 20/25... Discriminator Loss: 1.0997... Generator Loss: 1.4963 Epoch 20/25... Discriminator Loss: 1.7323... Generator Loss: 0.9841 Epoch 20/25... Discriminator Loss: 0.9927... Generator Loss: 1.6153 Epoch 20/25... Discriminator Loss: 0.9469... Generator Loss: 1.5317 Epoch 20/25... Discriminator Loss: 0.9618... Generator Loss: 1.9813 Epoch 20/25... Discriminator Loss: 1.1766... Generator Loss: 1.1313 Epoch 20/25... Discriminator Loss: 0.9518... Generator Loss: 2.0048 Epoch 20/25... Discriminator Loss: 1.0242... Generator Loss: 1.6261
Epoch 20/25... Discriminator Loss: 1.2796... Generator Loss: 1.1777 Epoch 20/25... Discriminator Loss: 0.9527... Generator Loss: 1.5666 Epoch 20/25... Discriminator Loss: 1.1373... Generator Loss: 1.0653 Epoch 20/25... Discriminator Loss: 1.3642... Generator Loss: 1.9010 Epoch 20/25... Discriminator Loss: 1.2263... Generator Loss: 1.2035 Epoch 20/25... Discriminator Loss: 0.9001... Generator Loss: 2.1296 Epoch 20/25... Discriminator Loss: 0.8670... Generator Loss: 1.6176 Epoch 20/25... Discriminator Loss: 1.0120... Generator Loss: 2.0224 Epoch 20/25... Discriminator Loss: 1.3818... Generator Loss: 1.9422 Epoch 20/25... Discriminator Loss: 1.1257... Generator Loss: 1.2173
Epoch 20/25... Discriminator Loss: 0.8899... Generator Loss: 1.9559 Epoch 20/25... Discriminator Loss: 1.2006... Generator Loss: 2.4254 Epoch 20/25... Discriminator Loss: 1.1244... Generator Loss: 1.4983 Epoch 20/25... Discriminator Loss: 1.0128... Generator Loss: 1.9749 Epoch 20/25... Discriminator Loss: 0.9502... Generator Loss: 1.7040 Epoch 20/25... Discriminator Loss: 0.9817... Generator Loss: 1.6309 Epoch 20/25... Discriminator Loss: 1.6627... Generator Loss: 0.7412 Epoch 20/25... Discriminator Loss: 1.0734... Generator Loss: 1.3209 Epoch 21/25... Discriminator Loss: 0.8814... Generator Loss: 2.2465
Epoch 21/25... Discriminator Loss: 1.1396... Generator Loss: 1.6592 Epoch 21/25... Discriminator Loss: 0.8437... Generator Loss: 1.9550 Epoch 21/25... Discriminator Loss: 1.0329... Generator Loss: 2.6945 Epoch 21/25... Discriminator Loss: 0.8222... Generator Loss: 2.0591 Epoch 21/25... Discriminator Loss: 1.0558... Generator Loss: 1.5208 Epoch 21/25... Discriminator Loss: 0.9068... Generator Loss: 1.4251 Epoch 21/25... Discriminator Loss: 1.0484... Generator Loss: 1.2501 Epoch 21/25... Discriminator Loss: 0.9572... Generator Loss: 1.7748 Epoch 21/25... Discriminator Loss: 0.9292... Generator Loss: 2.0004 Epoch 21/25... Discriminator Loss: 0.9058... Generator Loss: 1.9120
Epoch 21/25... Discriminator Loss: 1.2254... Generator Loss: 1.5073 Epoch 21/25... Discriminator Loss: 1.1043... Generator Loss: 1.6831 Epoch 21/25... Discriminator Loss: 1.0405... Generator Loss: 1.8669 Epoch 21/25... Discriminator Loss: 0.9654... Generator Loss: 1.8116 Epoch 21/25... Discriminator Loss: 1.8761... Generator Loss: 2.6244 Epoch 21/25... Discriminator Loss: 1.0932... Generator Loss: 1.1946 Epoch 21/25... Discriminator Loss: 1.0425... Generator Loss: 2.6055 Epoch 21/25... Discriminator Loss: 1.0395... Generator Loss: 1.2839 Epoch 21/25... Discriminator Loss: 0.9062... Generator Loss: 1.6105 Epoch 21/25... Discriminator Loss: 0.9678... Generator Loss: 1.5545
Epoch 21/25... Discriminator Loss: 1.2731... Generator Loss: 2.8441 Epoch 21/25... Discriminator Loss: 0.9316... Generator Loss: 1.7980 Epoch 21/25... Discriminator Loss: 1.0019... Generator Loss: 1.8286 Epoch 21/25... Discriminator Loss: 0.8124... Generator Loss: 1.5258 Epoch 21/25... Discriminator Loss: 1.0429... Generator Loss: 2.1619 Epoch 21/25... Discriminator Loss: 0.7396... Generator Loss: 1.9594 Epoch 21/25... Discriminator Loss: 1.1501... Generator Loss: 1.6525 Epoch 21/25... Discriminator Loss: 0.8069... Generator Loss: 2.0833 Epoch 21/25... Discriminator Loss: 1.0327... Generator Loss: 1.9966 Epoch 21/25... Discriminator Loss: 1.1231... Generator Loss: 1.6033
Epoch 21/25... Discriminator Loss: 1.0464... Generator Loss: 0.9878 Epoch 21/25... Discriminator Loss: 1.1928... Generator Loss: 2.5410 Epoch 21/25... Discriminator Loss: 1.0221... Generator Loss: 2.3134 Epoch 21/25... Discriminator Loss: 1.0344... Generator Loss: 1.0551 Epoch 21/25... Discriminator Loss: 0.9493... Generator Loss: 1.3987 Epoch 21/25... Discriminator Loss: 1.0392... Generator Loss: 1.4572 Epoch 21/25... Discriminator Loss: 1.0291... Generator Loss: 1.4428 Epoch 21/25... Discriminator Loss: 0.8883... Generator Loss: 1.2841 Epoch 21/25... Discriminator Loss: 0.9417... Generator Loss: 1.3703 Epoch 21/25... Discriminator Loss: 1.1190... Generator Loss: 1.2599
Epoch 21/25... Discriminator Loss: 0.7314... Generator Loss: 1.3658 Epoch 21/25... Discriminator Loss: 1.2637... Generator Loss: 1.1279 Epoch 21/25... Discriminator Loss: 0.9539... Generator Loss: 1.7363 Epoch 21/25... Discriminator Loss: 1.0169... Generator Loss: 1.2762 Epoch 21/25... Discriminator Loss: 1.5885... Generator Loss: 0.7044 Epoch 21/25... Discriminator Loss: 0.7988... Generator Loss: 1.4803 Epoch 21/25... Discriminator Loss: 1.1281... Generator Loss: 1.3510 Epoch 21/25... Discriminator Loss: 0.9152... Generator Loss: 1.8883 Epoch 21/25... Discriminator Loss: 1.0542... Generator Loss: 1.0985 Epoch 21/25... Discriminator Loss: 1.1675... Generator Loss: 2.2202
Epoch 21/25... Discriminator Loss: 1.3928... Generator Loss: 0.7149 Epoch 21/25... Discriminator Loss: 1.0924... Generator Loss: 1.0990 Epoch 21/25... Discriminator Loss: 0.9987... Generator Loss: 1.1178 Epoch 21/25... Discriminator Loss: 0.9168... Generator Loss: 1.7260 Epoch 21/25... Discriminator Loss: 1.2157... Generator Loss: 1.9200 Epoch 21/25... Discriminator Loss: 1.0541... Generator Loss: 1.2364 Epoch 21/25... Discriminator Loss: 1.1016... Generator Loss: 1.9956 Epoch 21/25... Discriminator Loss: 1.0284... Generator Loss: 1.4962 Epoch 21/25... Discriminator Loss: 0.9628... Generator Loss: 1.3125 Epoch 21/25... Discriminator Loss: 1.4406... Generator Loss: 2.3581
Epoch 21/25... Discriminator Loss: 1.0610... Generator Loss: 1.4961 Epoch 21/25... Discriminator Loss: 1.1588... Generator Loss: 1.6794 Epoch 21/25... Discriminator Loss: 0.8547... Generator Loss: 1.4734 Epoch 21/25... Discriminator Loss: 1.3570... Generator Loss: 0.8470 Epoch 21/25... Discriminator Loss: 0.9561... Generator Loss: 1.6580 Epoch 21/25... Discriminator Loss: 0.6921... Generator Loss: 1.7393 Epoch 21/25... Discriminator Loss: 1.1284... Generator Loss: 1.6293 Epoch 21/25... Discriminator Loss: 1.0667... Generator Loss: 0.8957 Epoch 21/25... Discriminator Loss: 0.8017... Generator Loss: 1.9003 Epoch 21/25... Discriminator Loss: 1.0521... Generator Loss: 2.0729
Epoch 21/25... Discriminator Loss: 1.1096... Generator Loss: 0.9533 Epoch 21/25... Discriminator Loss: 0.9924... Generator Loss: 1.5871 Epoch 21/25... Discriminator Loss: 1.1733... Generator Loss: 1.0833 Epoch 21/25... Discriminator Loss: 1.2640... Generator Loss: 1.3273 Epoch 21/25... Discriminator Loss: 1.0181... Generator Loss: 1.6723 Epoch 21/25... Discriminator Loss: 1.4257... Generator Loss: 1.1040 Epoch 21/25... Discriminator Loss: 0.8938... Generator Loss: 1.7111 Epoch 21/25... Discriminator Loss: 1.0183... Generator Loss: 3.0994 Epoch 21/25... Discriminator Loss: 1.0475... Generator Loss: 0.9372 Epoch 21/25... Discriminator Loss: 1.4241... Generator Loss: 1.5779
Epoch 21/25... Discriminator Loss: 0.9705... Generator Loss: 1.9777 Epoch 21/25... Discriminator Loss: 1.2644... Generator Loss: 3.5426 Epoch 21/25... Discriminator Loss: 1.4503... Generator Loss: 2.7476 Epoch 21/25... Discriminator Loss: 1.0237... Generator Loss: 1.2079 Epoch 21/25... Discriminator Loss: 1.3135... Generator Loss: 2.1060 Epoch 21/25... Discriminator Loss: 0.9711... Generator Loss: 2.1351 Epoch 21/25... Discriminator Loss: 1.0348... Generator Loss: 1.2740 Epoch 21/25... Discriminator Loss: 1.2463... Generator Loss: 0.8236 Epoch 21/25... Discriminator Loss: 1.6286... Generator Loss: 0.7342 Epoch 21/25... Discriminator Loss: 0.9799... Generator Loss: 1.5605
Epoch 21/25... Discriminator Loss: 1.1012... Generator Loss: 1.6528 Epoch 21/25... Discriminator Loss: 0.9868... Generator Loss: 1.9533 Epoch 21/25... Discriminator Loss: 1.2298... Generator Loss: 1.0097 Epoch 21/25... Discriminator Loss: 0.8034... Generator Loss: 1.6293 Epoch 21/25... Discriminator Loss: 1.3525... Generator Loss: 3.3179 Epoch 21/25... Discriminator Loss: 1.1790... Generator Loss: 2.3438 Epoch 21/25... Discriminator Loss: 1.0442... Generator Loss: 1.4782 Epoch 21/25... Discriminator Loss: 1.3269... Generator Loss: 2.2605 Epoch 21/25... Discriminator Loss: 1.0090... Generator Loss: 1.3446 Epoch 21/25... Discriminator Loss: 1.2384... Generator Loss: 1.9731
Epoch 21/25... Discriminator Loss: 1.0471... Generator Loss: 1.1055 Epoch 21/25... Discriminator Loss: 1.0700... Generator Loss: 1.5326 Epoch 21/25... Discriminator Loss: 1.2145... Generator Loss: 1.1211 Epoch 21/25... Discriminator Loss: 1.1652... Generator Loss: 1.9192 Epoch 21/25... Discriminator Loss: 0.9586... Generator Loss: 2.5654 Epoch 21/25... Discriminator Loss: 1.0736... Generator Loss: 2.5615 Epoch 21/25... Discriminator Loss: 1.0159... Generator Loss: 1.3551 Epoch 21/25... Discriminator Loss: 1.1925... Generator Loss: 1.0303 Epoch 21/25... Discriminator Loss: 1.0212... Generator Loss: 2.1975 Epoch 21/25... Discriminator Loss: 0.9312... Generator Loss: 1.6657
Epoch 21/25... Discriminator Loss: 1.2502... Generator Loss: 2.0061 Epoch 21/25... Discriminator Loss: 1.2532... Generator Loss: 1.0621 Epoch 21/25... Discriminator Loss: 1.1173... Generator Loss: 1.4576 Epoch 21/25... Discriminator Loss: 1.0006... Generator Loss: 1.4771 Epoch 21/25... Discriminator Loss: 1.0442... Generator Loss: 2.6168 Epoch 21/25... Discriminator Loss: 0.9607... Generator Loss: 1.6586 Epoch 21/25... Discriminator Loss: 1.1866... Generator Loss: 1.6963 Epoch 21/25... Discriminator Loss: 1.2742... Generator Loss: 2.7455 Epoch 21/25... Discriminator Loss: 1.0378... Generator Loss: 1.8562 Epoch 21/25... Discriminator Loss: 1.0137... Generator Loss: 1.2661
Epoch 21/25... Discriminator Loss: 1.0868... Generator Loss: 1.6353 Epoch 21/25... Discriminator Loss: 0.7433... Generator Loss: 2.5651 Epoch 21/25... Discriminator Loss: 0.9410... Generator Loss: 1.5201 Epoch 21/25... Discriminator Loss: 1.1332... Generator Loss: 2.1211 Epoch 21/25... Discriminator Loss: 0.9428... Generator Loss: 1.3030 Epoch 21/25... Discriminator Loss: 0.9337... Generator Loss: 1.5385 Epoch 21/25... Discriminator Loss: 1.2389... Generator Loss: 1.0269 Epoch 21/25... Discriminator Loss: 1.1738... Generator Loss: 1.0713 Epoch 21/25... Discriminator Loss: 1.1364... Generator Loss: 1.8939 Epoch 21/25... Discriminator Loss: 1.0329... Generator Loss: 1.0639
Epoch 21/25... Discriminator Loss: 1.0881... Generator Loss: 1.6742 Epoch 21/25... Discriminator Loss: 0.9522... Generator Loss: 1.4960 Epoch 21/25... Discriminator Loss: 1.2677... Generator Loss: 0.8498 Epoch 21/25... Discriminator Loss: 1.0006... Generator Loss: 1.2862 Epoch 21/25... Discriminator Loss: 1.0096... Generator Loss: 1.7818 Epoch 21/25... Discriminator Loss: 0.8859... Generator Loss: 1.8823 Epoch 21/25... Discriminator Loss: 0.7821... Generator Loss: 1.5472 Epoch 21/25... Discriminator Loss: 0.9437... Generator Loss: 1.7861 Epoch 21/25... Discriminator Loss: 0.9958... Generator Loss: 1.6273 Epoch 21/25... Discriminator Loss: 1.0689... Generator Loss: 1.1283
Epoch 21/25... Discriminator Loss: 0.7941... Generator Loss: 1.6980 Epoch 21/25... Discriminator Loss: 0.8579... Generator Loss: 2.1804 Epoch 21/25... Discriminator Loss: 0.8658... Generator Loss: 2.1922 Epoch 21/25... Discriminator Loss: 0.8922... Generator Loss: 2.2843 Epoch 21/25... Discriminator Loss: 1.0436... Generator Loss: 2.0233 Epoch 21/25... Discriminator Loss: 1.0603... Generator Loss: 1.3401 Epoch 21/25... Discriminator Loss: 0.8682... Generator Loss: 2.0023 Epoch 21/25... Discriminator Loss: 1.3240... Generator Loss: 2.4603 Epoch 21/25... Discriminator Loss: 0.9396... Generator Loss: 1.3010 Epoch 21/25... Discriminator Loss: 1.2270... Generator Loss: 2.0329
Epoch 21/25... Discriminator Loss: 0.9983... Generator Loss: 1.6840 Epoch 21/25... Discriminator Loss: 1.0616... Generator Loss: 1.7147 Epoch 21/25... Discriminator Loss: 1.1272... Generator Loss: 1.2588 Epoch 21/25... Discriminator Loss: 0.9290... Generator Loss: 1.8867 Epoch 21/25... Discriminator Loss: 1.0214... Generator Loss: 1.7126 Epoch 21/25... Discriminator Loss: 0.9581... Generator Loss: 1.5693 Epoch 21/25... Discriminator Loss: 0.8296... Generator Loss: 1.5449 Epoch 21/25... Discriminator Loss: 1.3493... Generator Loss: 2.1001 Epoch 22/25... Discriminator Loss: 1.0388... Generator Loss: 2.0217
Epoch 22/25... Discriminator Loss: 0.9309... Generator Loss: 1.2935 Epoch 22/25... Discriminator Loss: 0.8256... Generator Loss: 1.8984 Epoch 22/25... Discriminator Loss: 0.9475... Generator Loss: 1.7591 Epoch 22/25... Discriminator Loss: 0.9983... Generator Loss: 1.2516 Epoch 22/25... Discriminator Loss: 1.3743... Generator Loss: 2.2180 Epoch 22/25... Discriminator Loss: 0.9800... Generator Loss: 2.1852 Epoch 22/25... Discriminator Loss: 0.7073... Generator Loss: 1.5750 Epoch 22/25... Discriminator Loss: 1.1983... Generator Loss: 1.3504 Epoch 22/25... Discriminator Loss: 1.0421... Generator Loss: 2.0795 Epoch 22/25... Discriminator Loss: 0.8061... Generator Loss: 2.0226
Epoch 22/25... Discriminator Loss: 1.0199... Generator Loss: 1.5618 Epoch 22/25... Discriminator Loss: 1.1339... Generator Loss: 1.2734 Epoch 22/25... Discriminator Loss: 1.0801... Generator Loss: 1.9715 Epoch 22/25... Discriminator Loss: 0.9257... Generator Loss: 1.4625 Epoch 22/25... Discriminator Loss: 1.4096... Generator Loss: 2.5667 Epoch 22/25... Discriminator Loss: 1.0490... Generator Loss: 1.3321 Epoch 22/25... Discriminator Loss: 1.0816... Generator Loss: 1.9555 Epoch 22/25... Discriminator Loss: 1.1036... Generator Loss: 1.2870 Epoch 22/25... Discriminator Loss: 1.0337... Generator Loss: 2.4206 Epoch 22/25... Discriminator Loss: 0.7480... Generator Loss: 1.9349
Epoch 22/25... Discriminator Loss: 0.9730... Generator Loss: 2.4326 Epoch 22/25... Discriminator Loss: 1.0173... Generator Loss: 1.7038 Epoch 22/25... Discriminator Loss: 0.9104... Generator Loss: 1.5274 Epoch 22/25... Discriminator Loss: 1.0812... Generator Loss: 3.0048 Epoch 22/25... Discriminator Loss: 1.0541... Generator Loss: 1.6918 Epoch 22/25... Discriminator Loss: 1.3767... Generator Loss: 0.9047 Epoch 22/25... Discriminator Loss: 1.1018... Generator Loss: 1.4191 Epoch 22/25... Discriminator Loss: 0.9871... Generator Loss: 2.1207 Epoch 22/25... Discriminator Loss: 1.3087... Generator Loss: 2.9724 Epoch 22/25... Discriminator Loss: 1.0350... Generator Loss: 1.5821
Epoch 22/25... Discriminator Loss: 0.9539... Generator Loss: 1.4359 Epoch 22/25... Discriminator Loss: 1.1946... Generator Loss: 1.0959 Epoch 22/25... Discriminator Loss: 0.9451... Generator Loss: 1.9460 Epoch 22/25... Discriminator Loss: 1.0264... Generator Loss: 1.2897 Epoch 22/25... Discriminator Loss: 0.9195... Generator Loss: 1.5940 Epoch 22/25... Discriminator Loss: 1.2368... Generator Loss: 1.1689 Epoch 22/25... Discriminator Loss: 1.0240... Generator Loss: 1.3340 Epoch 22/25... Discriminator Loss: 0.9991... Generator Loss: 1.5191 Epoch 22/25... Discriminator Loss: 1.0980... Generator Loss: 2.1997 Epoch 22/25... Discriminator Loss: 1.0102... Generator Loss: 1.6062
Epoch 22/25... Discriminator Loss: 0.8508... Generator Loss: 1.3148 Epoch 22/25... Discriminator Loss: 1.5866... Generator Loss: 2.9760 Epoch 22/25... Discriminator Loss: 1.0577... Generator Loss: 2.1740 Epoch 22/25... Discriminator Loss: 1.0165... Generator Loss: 1.5602 Epoch 22/25... Discriminator Loss: 1.1093... Generator Loss: 2.2968 Epoch 22/25... Discriminator Loss: 0.8489... Generator Loss: 2.4778 Epoch 22/25... Discriminator Loss: 1.0693... Generator Loss: 1.4933 Epoch 22/25... Discriminator Loss: 0.8898... Generator Loss: 1.6104 Epoch 22/25... Discriminator Loss: 1.0908... Generator Loss: 1.3122 Epoch 22/25... Discriminator Loss: 0.7691... Generator Loss: 1.7016
Epoch 22/25... Discriminator Loss: 1.0516... Generator Loss: 2.2379 Epoch 22/25... Discriminator Loss: 1.1373... Generator Loss: 1.6704 Epoch 22/25... Discriminator Loss: 1.2073... Generator Loss: 1.1834 Epoch 22/25... Discriminator Loss: 0.9634... Generator Loss: 1.5542 Epoch 22/25... Discriminator Loss: 0.9301... Generator Loss: 2.0245 Epoch 22/25... Discriminator Loss: 0.9756... Generator Loss: 1.8931 Epoch 22/25... Discriminator Loss: 1.1655... Generator Loss: 1.4383 Epoch 22/25... Discriminator Loss: 0.9601... Generator Loss: 1.8015 Epoch 22/25... Discriminator Loss: 0.9388... Generator Loss: 1.6073 Epoch 22/25... Discriminator Loss: 0.8918... Generator Loss: 1.9460
Epoch 22/25... Discriminator Loss: 0.9903... Generator Loss: 1.4598 Epoch 22/25... Discriminator Loss: 1.1286... Generator Loss: 1.5374 Epoch 22/25... Discriminator Loss: 1.1416... Generator Loss: 1.3081 Epoch 22/25... Discriminator Loss: 1.4540... Generator Loss: 0.7220 Epoch 22/25... Discriminator Loss: 1.0200... Generator Loss: 1.9658 Epoch 22/25... Discriminator Loss: 0.8664... Generator Loss: 1.6268 Epoch 22/25... Discriminator Loss: 2.1776... Generator Loss: 0.6333 Epoch 22/25... Discriminator Loss: 1.3166... Generator Loss: 0.9983 Epoch 22/25... Discriminator Loss: 1.1750... Generator Loss: 1.2553 Epoch 22/25... Discriminator Loss: 1.0001... Generator Loss: 1.9137
Epoch 22/25... Discriminator Loss: 1.0231... Generator Loss: 1.6891 Epoch 22/25... Discriminator Loss: 0.9495... Generator Loss: 1.4487 Epoch 22/25... Discriminator Loss: 1.2387... Generator Loss: 0.8926 Epoch 22/25... Discriminator Loss: 0.9028... Generator Loss: 1.6562 Epoch 22/25... Discriminator Loss: 1.5779... Generator Loss: 2.4369 Epoch 22/25... Discriminator Loss: 1.2019... Generator Loss: 1.0724 Epoch 22/25... Discriminator Loss: 0.7946... Generator Loss: 2.2099 Epoch 22/25... Discriminator Loss: 0.7751... Generator Loss: 2.1858 Epoch 22/25... Discriminator Loss: 0.9157... Generator Loss: 1.0266 Epoch 22/25... Discriminator Loss: 1.5519... Generator Loss: 2.6355
Epoch 22/25... Discriminator Loss: 1.0369... Generator Loss: 1.7102 Epoch 22/25... Discriminator Loss: 1.1560... Generator Loss: 0.9042 Epoch 22/25... Discriminator Loss: 1.0267... Generator Loss: 1.3144 Epoch 22/25... Discriminator Loss: 0.9523... Generator Loss: 1.6026 Epoch 22/25... Discriminator Loss: 0.9364... Generator Loss: 1.7501 Epoch 22/25... Discriminator Loss: 1.2110... Generator Loss: 2.3022 Epoch 22/25... Discriminator Loss: 1.0415... Generator Loss: 2.1150 Epoch 22/25... Discriminator Loss: 1.0771... Generator Loss: 1.5231 Epoch 22/25... Discriminator Loss: 0.9474... Generator Loss: 1.4720 Epoch 22/25... Discriminator Loss: 1.0875... Generator Loss: 1.7565
Epoch 22/25... Discriminator Loss: 1.5728... Generator Loss: 0.7055 Epoch 22/25... Discriminator Loss: 0.9355... Generator Loss: 1.5238 Epoch 22/25... Discriminator Loss: 1.0343... Generator Loss: 1.4015 Epoch 22/25... Discriminator Loss: 1.2383... Generator Loss: 1.0260 Epoch 22/25... Discriminator Loss: 0.8634... Generator Loss: 1.3535 Epoch 22/25... Discriminator Loss: 0.9440... Generator Loss: 1.5813 Epoch 22/25... Discriminator Loss: 1.3081... Generator Loss: 1.2342 Epoch 22/25... Discriminator Loss: 1.1337... Generator Loss: 1.1140 Epoch 22/25... Discriminator Loss: 0.8805... Generator Loss: 1.6177 Epoch 22/25... Discriminator Loss: 0.7523... Generator Loss: 2.2944
Epoch 22/25... Discriminator Loss: 0.9560... Generator Loss: 1.5449 Epoch 22/25... Discriminator Loss: 0.9977... Generator Loss: 1.4656 Epoch 22/25... Discriminator Loss: 0.8525... Generator Loss: 1.6332 Epoch 22/25... Discriminator Loss: 1.1359... Generator Loss: 3.0558 Epoch 22/25... Discriminator Loss: 1.0962... Generator Loss: 2.3417 Epoch 22/25... Discriminator Loss: 1.1451... Generator Loss: 2.6327 Epoch 22/25... Discriminator Loss: 1.0862... Generator Loss: 1.3924 Epoch 22/25... Discriminator Loss: 0.9837... Generator Loss: 1.8895 Epoch 22/25... Discriminator Loss: 1.0213... Generator Loss: 2.2099 Epoch 22/25... Discriminator Loss: 0.9455... Generator Loss: 1.3605
Epoch 22/25... Discriminator Loss: 1.2656... Generator Loss: 1.4996 Epoch 22/25... Discriminator Loss: 0.8676... Generator Loss: 2.1191 Epoch 22/25... Discriminator Loss: 1.0119... Generator Loss: 1.5763 Epoch 22/25... Discriminator Loss: 0.7211... Generator Loss: 1.7022 Epoch 22/25... Discriminator Loss: 0.8487... Generator Loss: 1.9691 Epoch 22/25... Discriminator Loss: 0.9369... Generator Loss: 1.9282 Epoch 22/25... Discriminator Loss: 1.1040... Generator Loss: 1.5355 Epoch 22/25... Discriminator Loss: 1.0800... Generator Loss: 2.1727 Epoch 22/25... Discriminator Loss: 1.0062... Generator Loss: 1.8109 Epoch 22/25... Discriminator Loss: 0.9343... Generator Loss: 1.3124
Epoch 22/25... Discriminator Loss: 0.9496... Generator Loss: 1.9054 Epoch 22/25... Discriminator Loss: 0.7524... Generator Loss: 1.6704 Epoch 22/25... Discriminator Loss: 1.0122... Generator Loss: 2.1062 Epoch 22/25... Discriminator Loss: 0.9704... Generator Loss: 1.2199 Epoch 22/25... Discriminator Loss: 1.1962... Generator Loss: 3.5623 Epoch 22/25... Discriminator Loss: 0.9548... Generator Loss: 1.7302 Epoch 22/25... Discriminator Loss: 0.9109... Generator Loss: 1.5944 Epoch 22/25... Discriminator Loss: 1.0141... Generator Loss: 1.5865 Epoch 22/25... Discriminator Loss: 1.1534... Generator Loss: 1.6044 Epoch 22/25... Discriminator Loss: 1.0848... Generator Loss: 1.0442
Epoch 22/25... Discriminator Loss: 0.9873... Generator Loss: 2.1549 Epoch 22/25... Discriminator Loss: 0.9502... Generator Loss: 1.4141 Epoch 22/25... Discriminator Loss: 1.1091... Generator Loss: 1.4011 Epoch 22/25... Discriminator Loss: 2.1729... Generator Loss: 0.6724 Epoch 22/25... Discriminator Loss: 1.1402... Generator Loss: 2.0219 Epoch 22/25... Discriminator Loss: 1.0608... Generator Loss: 1.2891 Epoch 22/25... Discriminator Loss: 1.0793... Generator Loss: 2.1084 Epoch 22/25... Discriminator Loss: 0.9835... Generator Loss: 2.0831 Epoch 22/25... Discriminator Loss: 1.0409... Generator Loss: 1.2349 Epoch 22/25... Discriminator Loss: 1.2202... Generator Loss: 1.0701
Epoch 22/25... Discriminator Loss: 0.9617... Generator Loss: 1.9373 Epoch 22/25... Discriminator Loss: 1.0501... Generator Loss: 1.6166 Epoch 22/25... Discriminator Loss: 1.1664... Generator Loss: 1.5719 Epoch 22/25... Discriminator Loss: 1.0844... Generator Loss: 1.2300 Epoch 22/25... Discriminator Loss: 1.0569... Generator Loss: 1.6624 Epoch 22/25... Discriminator Loss: 1.0795... Generator Loss: 2.6876 Epoch 22/25... Discriminator Loss: 0.9865... Generator Loss: 1.8032 Epoch 22/25... Discriminator Loss: 0.9163... Generator Loss: 1.7742 Epoch 22/25... Discriminator Loss: 0.7678... Generator Loss: 1.6399 Epoch 22/25... Discriminator Loss: 1.5481... Generator Loss: 2.2411
Epoch 22/25... Discriminator Loss: 0.9429... Generator Loss: 1.5004 Epoch 22/25... Discriminator Loss: 0.9321... Generator Loss: 1.6382 Epoch 22/25... Discriminator Loss: 0.9952... Generator Loss: 1.2778 Epoch 22/25... Discriminator Loss: 0.9352... Generator Loss: 2.1980 Epoch 22/25... Discriminator Loss: 1.0671... Generator Loss: 1.1858 Epoch 22/25... Discriminator Loss: 1.2250... Generator Loss: 2.7016 Epoch 22/25... Discriminator Loss: 1.0557... Generator Loss: 2.4214 Epoch 22/25... Discriminator Loss: 1.1627... Generator Loss: 1.1090 Epoch 23/25... Discriminator Loss: 0.9840... Generator Loss: 1.2109
Epoch 23/25... Discriminator Loss: 0.9420... Generator Loss: 1.7551 Epoch 23/25... Discriminator Loss: 0.8545... Generator Loss: 2.2954 Epoch 23/25... Discriminator Loss: 1.2113... Generator Loss: 2.6056 Epoch 23/25... Discriminator Loss: 0.9721... Generator Loss: 1.3008 Epoch 23/25... Discriminator Loss: 1.4191... Generator Loss: 2.0241 Epoch 23/25... Discriminator Loss: 0.9957... Generator Loss: 1.6891 Epoch 23/25... Discriminator Loss: 0.7659... Generator Loss: 1.4487 Epoch 23/25... Discriminator Loss: 0.7515... Generator Loss: 1.7039 Epoch 23/25... Discriminator Loss: 0.9646... Generator Loss: 2.1154 Epoch 23/25... Discriminator Loss: 0.9434... Generator Loss: 2.0346
Epoch 23/25... Discriminator Loss: 1.1229... Generator Loss: 1.4612 Epoch 23/25... Discriminator Loss: 0.8541... Generator Loss: 1.5727 Epoch 23/25... Discriminator Loss: 0.8849... Generator Loss: 2.2487 Epoch 23/25... Discriminator Loss: 0.8956... Generator Loss: 1.9257 Epoch 23/25... Discriminator Loss: 1.0115... Generator Loss: 1.9562 Epoch 23/25... Discriminator Loss: 1.2492... Generator Loss: 2.5393 Epoch 23/25... Discriminator Loss: 0.9048... Generator Loss: 1.3055 Epoch 23/25... Discriminator Loss: 1.2402... Generator Loss: 1.0809 Epoch 23/25... Discriminator Loss: 1.0473... Generator Loss: 1.3239 Epoch 23/25... Discriminator Loss: 1.0975... Generator Loss: 1.7464
Epoch 23/25... Discriminator Loss: 0.9417... Generator Loss: 1.6701 Epoch 23/25... Discriminator Loss: 0.9364... Generator Loss: 1.7064 Epoch 23/25... Discriminator Loss: 0.9838... Generator Loss: 0.9523 Epoch 23/25... Discriminator Loss: 0.9008... Generator Loss: 1.4516 Epoch 23/25... Discriminator Loss: 1.1412... Generator Loss: 1.9515 Epoch 23/25... Discriminator Loss: 1.0399... Generator Loss: 1.3815 Epoch 23/25... Discriminator Loss: 1.3200... Generator Loss: 2.5738 Epoch 23/25... Discriminator Loss: 0.9689... Generator Loss: 2.6600 Epoch 23/25... Discriminator Loss: 1.2706... Generator Loss: 2.3106 Epoch 23/25... Discriminator Loss: 1.0357... Generator Loss: 1.3624
Epoch 23/25... Discriminator Loss: 0.9658... Generator Loss: 2.4715 Epoch 23/25... Discriminator Loss: 1.1540... Generator Loss: 0.9702 Epoch 23/25... Discriminator Loss: 0.8413... Generator Loss: 1.9154 Epoch 23/25... Discriminator Loss: 0.8052... Generator Loss: 2.2221 Epoch 23/25... Discriminator Loss: 0.7551... Generator Loss: 2.8136 Epoch 23/25... Discriminator Loss: 0.8121... Generator Loss: 1.5071 Epoch 23/25... Discriminator Loss: 1.0868... Generator Loss: 1.2547 Epoch 23/25... Discriminator Loss: 1.5107... Generator Loss: 3.5059 Epoch 23/25... Discriminator Loss: 0.9782... Generator Loss: 1.4518 Epoch 23/25... Discriminator Loss: 1.0110... Generator Loss: 1.0487
Epoch 23/25... Discriminator Loss: 0.9417... Generator Loss: 1.1415 Epoch 23/25... Discriminator Loss: 0.9407... Generator Loss: 1.3380 Epoch 23/25... Discriminator Loss: 1.2417... Generator Loss: 2.2563 Epoch 23/25... Discriminator Loss: 1.1925... Generator Loss: 1.5837 Epoch 23/25... Discriminator Loss: 1.1005... Generator Loss: 1.0403 Epoch 23/25... Discriminator Loss: 1.0824... Generator Loss: 1.5074 Epoch 23/25... Discriminator Loss: 0.8209... Generator Loss: 2.2811 Epoch 23/25... Discriminator Loss: 1.0982... Generator Loss: 1.5868 Epoch 23/25... Discriminator Loss: 1.1117... Generator Loss: 2.0317 Epoch 23/25... Discriminator Loss: 1.1716... Generator Loss: 1.0241
Epoch 23/25... Discriminator Loss: 0.7242... Generator Loss: 1.7777 Epoch 23/25... Discriminator Loss: 0.6054... Generator Loss: 2.2682 Epoch 23/25... Discriminator Loss: 0.8645... Generator Loss: 1.8902 Epoch 23/25... Discriminator Loss: 1.1933... Generator Loss: 2.2563 Epoch 23/25... Discriminator Loss: 1.0494... Generator Loss: 2.2079 Epoch 23/25... Discriminator Loss: 1.0008... Generator Loss: 1.6923 Epoch 23/25... Discriminator Loss: 0.9894... Generator Loss: 1.3159 Epoch 23/25... Discriminator Loss: 0.9255... Generator Loss: 1.6149 Epoch 23/25... Discriminator Loss: 0.8151... Generator Loss: 1.6985 Epoch 23/25... Discriminator Loss: 0.8750... Generator Loss: 1.8690
Epoch 23/25... Discriminator Loss: 0.9938... Generator Loss: 2.1976 Epoch 23/25... Discriminator Loss: 1.1988... Generator Loss: 2.1748 Epoch 23/25... Discriminator Loss: 1.4689... Generator Loss: 0.8360 Epoch 23/25... Discriminator Loss: 0.9527... Generator Loss: 2.0337 Epoch 23/25... Discriminator Loss: 1.0234... Generator Loss: 1.5981 Epoch 23/25... Discriminator Loss: 1.0463... Generator Loss: 1.1254 Epoch 23/25... Discriminator Loss: 1.0797... Generator Loss: 1.1471 Epoch 23/25... Discriminator Loss: 1.0501... Generator Loss: 1.2485 Epoch 23/25... Discriminator Loss: 0.8935... Generator Loss: 1.5030 Epoch 23/25... Discriminator Loss: 1.1053... Generator Loss: 1.5462
Epoch 23/25... Discriminator Loss: 1.0675... Generator Loss: 1.5634 Epoch 23/25... Discriminator Loss: 0.8433... Generator Loss: 1.9479 Epoch 23/25... Discriminator Loss: 1.0265... Generator Loss: 1.4437 Epoch 23/25... Discriminator Loss: 0.8937... Generator Loss: 1.7694 Epoch 23/25... Discriminator Loss: 0.9749... Generator Loss: 1.6831 Epoch 23/25... Discriminator Loss: 1.0436... Generator Loss: 1.5789 Epoch 23/25... Discriminator Loss: 0.9454... Generator Loss: 1.4714 Epoch 23/25... Discriminator Loss: 0.9795... Generator Loss: 1.9894 Epoch 23/25... Discriminator Loss: 1.2575... Generator Loss: 0.9263 Epoch 23/25... Discriminator Loss: 1.3382... Generator Loss: 1.7656
Epoch 23/25... Discriminator Loss: 1.2652... Generator Loss: 2.1054 Epoch 23/25... Discriminator Loss: 0.9713... Generator Loss: 2.1657 Epoch 23/25... Discriminator Loss: 1.1304... Generator Loss: 2.3806 Epoch 23/25... Discriminator Loss: 1.4435... Generator Loss: 0.6543 Epoch 23/25... Discriminator Loss: 0.9345... Generator Loss: 1.3427 Epoch 23/25... Discriminator Loss: 0.7829... Generator Loss: 1.7104 Epoch 23/25... Discriminator Loss: 0.6896... Generator Loss: 1.9831 Epoch 23/25... Discriminator Loss: 1.0642... Generator Loss: 1.6748 Epoch 23/25... Discriminator Loss: 0.8420... Generator Loss: 1.7592 Epoch 23/25... Discriminator Loss: 0.6387... Generator Loss: 2.0099
Epoch 23/25... Discriminator Loss: 1.1668... Generator Loss: 0.5741 Epoch 23/25... Discriminator Loss: 1.0912... Generator Loss: 1.9326 Epoch 23/25... Discriminator Loss: 1.0677... Generator Loss: 1.3612 Epoch 23/25... Discriminator Loss: 0.7081... Generator Loss: 2.0580 Epoch 23/25... Discriminator Loss: 0.8857... Generator Loss: 2.1659 Epoch 23/25... Discriminator Loss: 1.1587... Generator Loss: 1.2071 Epoch 23/25... Discriminator Loss: 0.8671... Generator Loss: 2.1272 Epoch 23/25... Discriminator Loss: 1.1563... Generator Loss: 1.0769 Epoch 23/25... Discriminator Loss: 0.8105... Generator Loss: 2.0013 Epoch 23/25... Discriminator Loss: 1.1719... Generator Loss: 1.9455
Epoch 23/25... Discriminator Loss: 0.9753... Generator Loss: 1.6799 Epoch 23/25... Discriminator Loss: 0.9655... Generator Loss: 1.1872 Epoch 23/25... Discriminator Loss: 0.9502... Generator Loss: 1.8669 Epoch 23/25... Discriminator Loss: 0.9134... Generator Loss: 2.1124 Epoch 23/25... Discriminator Loss: 1.0912... Generator Loss: 2.3308 Epoch 23/25... Discriminator Loss: 0.9404... Generator Loss: 1.6036 Epoch 23/25... Discriminator Loss: 1.0119... Generator Loss: 1.4102 Epoch 23/25... Discriminator Loss: 1.3018... Generator Loss: 1.7887 Epoch 23/25... Discriminator Loss: 0.9675... Generator Loss: 2.0470 Epoch 23/25... Discriminator Loss: 0.9021... Generator Loss: 1.4157
Epoch 23/25... Discriminator Loss: 1.0502... Generator Loss: 1.0471 Epoch 23/25... Discriminator Loss: 0.8330... Generator Loss: 1.8081 Epoch 23/25... Discriminator Loss: 0.9848... Generator Loss: 2.4706 Epoch 23/25... Discriminator Loss: 0.9208... Generator Loss: 1.5405 Epoch 23/25... Discriminator Loss: 0.8179... Generator Loss: 2.6977 Epoch 23/25... Discriminator Loss: 0.9930... Generator Loss: 1.7242 Epoch 23/25... Discriminator Loss: 1.1248... Generator Loss: 1.1407 Epoch 23/25... Discriminator Loss: 0.9951... Generator Loss: 1.5640 Epoch 23/25... Discriminator Loss: 0.8267... Generator Loss: 1.9031 Epoch 23/25... Discriminator Loss: 0.7912... Generator Loss: 2.0602
Epoch 23/25... Discriminator Loss: 1.2479... Generator Loss: 1.1784 Epoch 23/25... Discriminator Loss: 0.5384... Generator Loss: 2.2147 Epoch 23/25... Discriminator Loss: 0.9492... Generator Loss: 1.9649 Epoch 23/25... Discriminator Loss: 1.0348... Generator Loss: 1.5434 Epoch 23/25... Discriminator Loss: 0.9740... Generator Loss: 1.7622 Epoch 23/25... Discriminator Loss: 0.8346... Generator Loss: 2.6607 Epoch 23/25... Discriminator Loss: 1.0056... Generator Loss: 2.0357 Epoch 23/25... Discriminator Loss: 1.0742... Generator Loss: 1.0460 Epoch 23/25... Discriminator Loss: 1.0377... Generator Loss: 2.1150 Epoch 23/25... Discriminator Loss: 1.0231... Generator Loss: 1.2392
Epoch 23/25... Discriminator Loss: 0.9276... Generator Loss: 2.1589 Epoch 23/25... Discriminator Loss: 1.0177... Generator Loss: 1.5826 Epoch 23/25... Discriminator Loss: 1.0327... Generator Loss: 1.6173 Epoch 23/25... Discriminator Loss: 1.3838... Generator Loss: 0.8435 Epoch 23/25... Discriminator Loss: 1.1365... Generator Loss: 2.0523 Epoch 23/25... Discriminator Loss: 0.8856... Generator Loss: 1.6277 Epoch 23/25... Discriminator Loss: 0.9648... Generator Loss: 1.5737 Epoch 23/25... Discriminator Loss: 0.9589... Generator Loss: 1.6773 Epoch 23/25... Discriminator Loss: 0.7544... Generator Loss: 1.9748 Epoch 23/25... Discriminator Loss: 0.9473... Generator Loss: 1.8907
Epoch 23/25... Discriminator Loss: 1.3048... Generator Loss: 1.2641 Epoch 23/25... Discriminator Loss: 0.8599... Generator Loss: 1.9737 Epoch 23/25... Discriminator Loss: 1.1404... Generator Loss: 1.5044 Epoch 23/25... Discriminator Loss: 0.9919... Generator Loss: 1.3447 Epoch 23/25... Discriminator Loss: 0.9832... Generator Loss: 2.1603 Epoch 23/25... Discriminator Loss: 0.9818... Generator Loss: 1.7410 Epoch 23/25... Discriminator Loss: 0.8839... Generator Loss: 1.8640 Epoch 23/25... Discriminator Loss: 1.1450... Generator Loss: 1.7203 Epoch 23/25... Discriminator Loss: 0.9494... Generator Loss: 1.5661 Epoch 23/25... Discriminator Loss: 1.0268... Generator Loss: 1.3643
Epoch 23/25... Discriminator Loss: 0.8965... Generator Loss: 1.8104 Epoch 23/25... Discriminator Loss: 0.8643... Generator Loss: 2.0447 Epoch 23/25... Discriminator Loss: 0.8046... Generator Loss: 2.4088 Epoch 23/25... Discriminator Loss: 1.1096... Generator Loss: 1.4229 Epoch 23/25... Discriminator Loss: 1.2541... Generator Loss: 1.0169 Epoch 23/25... Discriminator Loss: 0.9425... Generator Loss: 1.4924 Epoch 23/25... Discriminator Loss: 1.0642... Generator Loss: 1.1229 Epoch 23/25... Discriminator Loss: 1.3028... Generator Loss: 1.1908 Epoch 24/25... Discriminator Loss: 0.9776... Generator Loss: 1.5933
Epoch 24/25... Discriminator Loss: 0.6064... Generator Loss: 1.9724 Epoch 24/25... Discriminator Loss: 0.7794... Generator Loss: 1.9909 Epoch 24/25... Discriminator Loss: 1.1202... Generator Loss: 2.2041 Epoch 24/25... Discriminator Loss: 0.8655... Generator Loss: 1.3596 Epoch 24/25... Discriminator Loss: 2.2004... Generator Loss: 2.5323 Epoch 24/25... Discriminator Loss: 1.0596... Generator Loss: 2.1995 Epoch 24/25... Discriminator Loss: 0.6789... Generator Loss: 1.6087 Epoch 24/25... Discriminator Loss: 1.0548... Generator Loss: 1.0342 Epoch 24/25... Discriminator Loss: 0.9597... Generator Loss: 2.1045 Epoch 24/25... Discriminator Loss: 1.0237... Generator Loss: 1.3743
Epoch 24/25... Discriminator Loss: 0.9986... Generator Loss: 1.2456 Epoch 24/25... Discriminator Loss: 0.8894... Generator Loss: 1.5036 Epoch 24/25... Discriminator Loss: 1.6497... Generator Loss: 0.7741 Epoch 24/25... Discriminator Loss: 0.9670... Generator Loss: 1.6607 Epoch 24/25... Discriminator Loss: 1.1575... Generator Loss: 1.5972 Epoch 24/25... Discriminator Loss: 1.0730... Generator Loss: 1.1906 Epoch 24/25... Discriminator Loss: 0.9788... Generator Loss: 1.8983 Epoch 24/25... Discriminator Loss: 0.7108... Generator Loss: 1.9791 Epoch 24/25... Discriminator Loss: 1.4787... Generator Loss: 3.0070 Epoch 24/25... Discriminator Loss: 1.0017... Generator Loss: 1.2371
Epoch 24/25... Discriminator Loss: 1.2186... Generator Loss: 1.1821 Epoch 24/25... Discriminator Loss: 0.7254... Generator Loss: 1.5866 Epoch 24/25... Discriminator Loss: 0.7910... Generator Loss: 1.6410 Epoch 24/25... Discriminator Loss: 0.7589... Generator Loss: 1.7189 Epoch 24/25... Discriminator Loss: 1.2196... Generator Loss: 1.1754 Epoch 24/25... Discriminator Loss: 1.0163... Generator Loss: 1.6929 Epoch 24/25... Discriminator Loss: 1.0803... Generator Loss: 1.6766 Epoch 24/25... Discriminator Loss: 0.8324... Generator Loss: 2.2933 Epoch 24/25... Discriminator Loss: 1.0643... Generator Loss: 1.3713 Epoch 24/25... Discriminator Loss: 0.9911... Generator Loss: 1.8139
Epoch 24/25... Discriminator Loss: 0.9078... Generator Loss: 1.4303 Epoch 24/25... Discriminator Loss: 0.9830... Generator Loss: 2.0809 Epoch 24/25... Discriminator Loss: 0.9917... Generator Loss: 1.5380 Epoch 24/25... Discriminator Loss: 1.1184... Generator Loss: 1.2882 Epoch 24/25... Discriminator Loss: 1.1421... Generator Loss: 1.2241 Epoch 24/25... Discriminator Loss: 0.8514... Generator Loss: 2.0841 Epoch 24/25... Discriminator Loss: 0.9036... Generator Loss: 2.0688 Epoch 24/25... Discriminator Loss: 1.1784... Generator Loss: 0.8820 Epoch 24/25... Discriminator Loss: 0.8882... Generator Loss: 1.5461 Epoch 24/25... Discriminator Loss: 1.0684... Generator Loss: 1.4371
Epoch 24/25... Discriminator Loss: 1.4337... Generator Loss: 1.3911 Epoch 24/25... Discriminator Loss: 1.2390... Generator Loss: 2.1593 Epoch 24/25... Discriminator Loss: 1.1339... Generator Loss: 2.3049 Epoch 24/25... Discriminator Loss: 0.8784... Generator Loss: 1.8617 Epoch 24/25... Discriminator Loss: 1.2034... Generator Loss: 0.9705 Epoch 24/25... Discriminator Loss: 0.7548... Generator Loss: 1.5895 Epoch 24/25... Discriminator Loss: 1.5827... Generator Loss: 3.1253 Epoch 24/25... Discriminator Loss: 0.8676... Generator Loss: 1.9340 Epoch 24/25... Discriminator Loss: 1.0846... Generator Loss: 1.3938 Epoch 24/25... Discriminator Loss: 1.3211... Generator Loss: 2.4292
Epoch 24/25... Discriminator Loss: 0.9092... Generator Loss: 2.6411 Epoch 24/25... Discriminator Loss: 0.8593... Generator Loss: 1.8262 Epoch 24/25... Discriminator Loss: 0.8870... Generator Loss: 1.6392 Epoch 24/25... Discriminator Loss: 1.0070... Generator Loss: 2.7659 Epoch 24/25... Discriminator Loss: 1.0539... Generator Loss: 1.9800 Epoch 24/25... Discriminator Loss: 1.0086... Generator Loss: 1.4162 Epoch 24/25... Discriminator Loss: 1.3528... Generator Loss: 2.6615 Epoch 24/25... Discriminator Loss: 1.1333... Generator Loss: 2.5415 Epoch 24/25... Discriminator Loss: 0.8934... Generator Loss: 2.5900 Epoch 24/25... Discriminator Loss: 1.0662... Generator Loss: 2.0830
Epoch 24/25... Discriminator Loss: 1.1178... Generator Loss: 1.6526 Epoch 24/25... Discriminator Loss: 1.0087... Generator Loss: 1.8632 Epoch 24/25... Discriminator Loss: 0.9006... Generator Loss: 1.5321 Epoch 24/25... Discriminator Loss: 1.0042... Generator Loss: 1.5446 Epoch 24/25... Discriminator Loss: 0.8881... Generator Loss: 1.8436 Epoch 24/25... Discriminator Loss: 0.7974... Generator Loss: 1.8599 Epoch 24/25... Discriminator Loss: 1.2185... Generator Loss: 2.1922 Epoch 24/25... Discriminator Loss: 0.8924... Generator Loss: 1.9761 Epoch 24/25... Discriminator Loss: 0.9278... Generator Loss: 1.9935 Epoch 24/25... Discriminator Loss: 1.1130... Generator Loss: 1.0771
Epoch 24/25... Discriminator Loss: 0.8102... Generator Loss: 1.2837 Epoch 24/25... Discriminator Loss: 0.9903... Generator Loss: 1.6850 Epoch 24/25... Discriminator Loss: 1.0362... Generator Loss: 1.5190 Epoch 24/25... Discriminator Loss: 0.8755... Generator Loss: 2.2220 Epoch 24/25... Discriminator Loss: 0.8712... Generator Loss: 1.8578 Epoch 24/25... Discriminator Loss: 1.1324... Generator Loss: 1.6856 Epoch 24/25... Discriminator Loss: 0.9752... Generator Loss: 1.5198 Epoch 24/25... Discriminator Loss: 1.0029... Generator Loss: 1.8109 Epoch 24/25... Discriminator Loss: 0.8873... Generator Loss: 1.7372 Epoch 24/25... Discriminator Loss: 1.5431... Generator Loss: 2.5792
Epoch 24/25... Discriminator Loss: 1.1842... Generator Loss: 2.7177 Epoch 24/25... Discriminator Loss: 0.7654... Generator Loss: 1.4617 Epoch 24/25... Discriminator Loss: 1.0035... Generator Loss: 1.4661 Epoch 24/25... Discriminator Loss: 1.0607... Generator Loss: 1.2233 Epoch 24/25... Discriminator Loss: 0.8921... Generator Loss: 1.9043 Epoch 24/25... Discriminator Loss: 1.0744... Generator Loss: 1.3023 Epoch 24/25... Discriminator Loss: 1.0864... Generator Loss: 2.0582 Epoch 24/25... Discriminator Loss: 0.6871... Generator Loss: 2.2238 Epoch 24/25... Discriminator Loss: 0.6076... Generator Loss: 2.2054 Epoch 24/25... Discriminator Loss: 1.3553... Generator Loss: 2.0884
Epoch 24/25... Discriminator Loss: 1.2047... Generator Loss: 1.0170 Epoch 24/25... Discriminator Loss: 0.9644... Generator Loss: 1.2803 Epoch 24/25... Discriminator Loss: 0.8007... Generator Loss: 1.3648 Epoch 24/25... Discriminator Loss: 1.1019... Generator Loss: 1.2474 Epoch 24/25... Discriminator Loss: 1.2525... Generator Loss: 2.3743 Epoch 24/25... Discriminator Loss: 0.7873... Generator Loss: 1.6547 Epoch 24/25... Discriminator Loss: 0.5598... Generator Loss: 2.3099 Epoch 24/25... Discriminator Loss: 1.6133... Generator Loss: 2.8456 Epoch 24/25... Discriminator Loss: 0.9760... Generator Loss: 1.2745 Epoch 24/25... Discriminator Loss: 0.8205... Generator Loss: 1.6957
Epoch 24/25... Discriminator Loss: 0.8884... Generator Loss: 1.4917 Epoch 24/25... Discriminator Loss: 0.6742... Generator Loss: 1.4307 Epoch 24/25... Discriminator Loss: 0.8797... Generator Loss: 2.0801 Epoch 24/25... Discriminator Loss: 1.0028... Generator Loss: 3.2550 Epoch 24/25... Discriminator Loss: 1.1529... Generator Loss: 2.9521 Epoch 24/25... Discriminator Loss: 0.7813... Generator Loss: 2.2264 Epoch 24/25... Discriminator Loss: 1.0858... Generator Loss: 1.4863 Epoch 24/25... Discriminator Loss: 1.0670... Generator Loss: 2.2902 Epoch 24/25... Discriminator Loss: 0.8970... Generator Loss: 1.9211 Epoch 24/25... Discriminator Loss: 1.0125... Generator Loss: 2.9070
Epoch 24/25... Discriminator Loss: 1.0939... Generator Loss: 1.5096 Epoch 24/25... Discriminator Loss: 0.8305... Generator Loss: 1.7337 Epoch 24/25... Discriminator Loss: 1.0127... Generator Loss: 1.2859 Epoch 24/25... Discriminator Loss: 1.0010... Generator Loss: 1.5354 Epoch 24/25... Discriminator Loss: 0.6235... Generator Loss: 2.9037 Epoch 24/25... Discriminator Loss: 0.8932... Generator Loss: 2.2501 Epoch 24/25... Discriminator Loss: 0.9082... Generator Loss: 2.1541 Epoch 24/25... Discriminator Loss: 0.7907... Generator Loss: 1.9397 Epoch 24/25... Discriminator Loss: 0.7275... Generator Loss: 1.9026 Epoch 24/25... Discriminator Loss: 1.0952... Generator Loss: 3.4380
Epoch 24/25... Discriminator Loss: 0.9485... Generator Loss: 1.4280 Epoch 24/25... Discriminator Loss: 1.5784... Generator Loss: 0.7563 Epoch 24/25... Discriminator Loss: 0.8869... Generator Loss: 1.5840 Epoch 24/25... Discriminator Loss: 1.0694... Generator Loss: 2.4360 Epoch 24/25... Discriminator Loss: 1.1174... Generator Loss: 1.9869 Epoch 24/25... Discriminator Loss: 0.8549... Generator Loss: 1.4914 Epoch 24/25... Discriminator Loss: 1.0380... Generator Loss: 1.3397 Epoch 24/25... Discriminator Loss: 0.9454... Generator Loss: 1.4898 Epoch 24/25... Discriminator Loss: 0.8697... Generator Loss: 1.6962 Epoch 24/25... Discriminator Loss: 1.0867... Generator Loss: 1.1565
Epoch 24/25... Discriminator Loss: 1.1933... Generator Loss: 2.3968 Epoch 24/25... Discriminator Loss: 0.7662... Generator Loss: 2.1080 Epoch 24/25... Discriminator Loss: 1.1870... Generator Loss: 0.7960 Epoch 24/25... Discriminator Loss: 3.0469... Generator Loss: 1.7358 Epoch 24/25... Discriminator Loss: 1.0536... Generator Loss: 1.3373 Epoch 24/25... Discriminator Loss: 0.8802... Generator Loss: 1.9838 Epoch 24/25... Discriminator Loss: 1.0026... Generator Loss: 2.5010 Epoch 24/25... Discriminator Loss: 1.0665... Generator Loss: 2.0413 Epoch 24/25... Discriminator Loss: 0.6657... Generator Loss: 2.0987 Epoch 24/25... Discriminator Loss: 0.8110... Generator Loss: 2.1626
Epoch 24/25... Discriminator Loss: 1.1853... Generator Loss: 2.8377 Epoch 24/25... Discriminator Loss: 1.1915... Generator Loss: 0.9120 Epoch 24/25... Discriminator Loss: 0.8787... Generator Loss: 1.9209 Epoch 24/25... Discriminator Loss: 1.0000... Generator Loss: 1.7523 Epoch 24/25... Discriminator Loss: 1.0268... Generator Loss: 2.0443 Epoch 24/25... Discriminator Loss: 0.9614... Generator Loss: 2.3580 Epoch 24/25... Discriminator Loss: 0.8734... Generator Loss: 1.9248 Epoch 24/25... Discriminator Loss: 0.8678... Generator Loss: 1.9955 Epoch 24/25... Discriminator Loss: 1.0698... Generator Loss: 1.5311 Epoch 24/25... Discriminator Loss: 0.9209... Generator Loss: 2.1981
Epoch 24/25... Discriminator Loss: 0.6082... Generator Loss: 2.4167 Epoch 24/25... Discriminator Loss: 1.3067... Generator Loss: 1.4415 Epoch 24/25... Discriminator Loss: 1.0070... Generator Loss: 1.3300 Epoch 24/25... Discriminator Loss: 1.1840... Generator Loss: 2.3859 Epoch 24/25... Discriminator Loss: 1.0075... Generator Loss: 1.5279 Epoch 24/25... Discriminator Loss: 1.0180... Generator Loss: 1.4501 Epoch 24/25... Discriminator Loss: 0.9346... Generator Loss: 1.8150 Epoch 24/25... Discriminator Loss: 0.8258... Generator Loss: 1.7629 Epoch 25/25... Discriminator Loss: 0.6493... Generator Loss: 2.8078
Epoch 25/25... Discriminator Loss: 0.8953... Generator Loss: 1.4651 Epoch 25/25... Discriminator Loss: 1.1148... Generator Loss: 1.0216 Epoch 25/25... Discriminator Loss: 1.3036... Generator Loss: 2.2707 Epoch 25/25... Discriminator Loss: 0.7292... Generator Loss: 2.5537 Epoch 25/25... Discriminator Loss: 1.2213... Generator Loss: 1.8586 Epoch 25/25... Discriminator Loss: 0.9575... Generator Loss: 2.8486 Epoch 25/25... Discriminator Loss: 0.7378... Generator Loss: 1.7784 Epoch 25/25... Discriminator Loss: 1.0455... Generator Loss: 1.9392 Epoch 25/25... Discriminator Loss: 1.0842... Generator Loss: 2.4312 Epoch 25/25... Discriminator Loss: 1.1335... Generator Loss: 1.5316
Epoch 25/25... Discriminator Loss: 1.0723... Generator Loss: 1.2520 Epoch 25/25... Discriminator Loss: 1.2918... Generator Loss: 2.4750 Epoch 25/25... Discriminator Loss: 1.5644... Generator Loss: 3.6656 Epoch 25/25... Discriminator Loss: 0.7614... Generator Loss: 2.4199 Epoch 25/25... Discriminator Loss: 1.5219... Generator Loss: 2.5494 Epoch 25/25... Discriminator Loss: 0.9837... Generator Loss: 1.5960 Epoch 25/25... Discriminator Loss: 1.1018... Generator Loss: 3.0113 Epoch 25/25... Discriminator Loss: 0.6626... Generator Loss: 1.8850 Epoch 25/25... Discriminator Loss: 0.9988... Generator Loss: 1.7620 Epoch 25/25... Discriminator Loss: 0.7002... Generator Loss: 2.0155
Epoch 25/25... Discriminator Loss: 1.0677... Generator Loss: 1.6486 Epoch 25/25... Discriminator Loss: 0.8954... Generator Loss: 1.8225 Epoch 25/25... Discriminator Loss: 1.9285... Generator Loss: 0.4653 Epoch 25/25... Discriminator Loss: 1.2722... Generator Loss: 1.5127 Epoch 25/25... Discriminator Loss: 0.5843... Generator Loss: 1.6159 Epoch 25/25... Discriminator Loss: 0.9293... Generator Loss: 1.3986 Epoch 25/25... Discriminator Loss: 0.9799... Generator Loss: 1.6634 Epoch 25/25... Discriminator Loss: 1.9407... Generator Loss: 3.2386 Epoch 25/25... Discriminator Loss: 1.0386... Generator Loss: 1.9452 Epoch 25/25... Discriminator Loss: 1.0475... Generator Loss: 1.5622
Epoch 25/25... Discriminator Loss: 0.9896... Generator Loss: 2.0365 Epoch 25/25... Discriminator Loss: 0.8002... Generator Loss: 1.8224 Epoch 25/25... Discriminator Loss: 0.4846... Generator Loss: 2.6427 Epoch 25/25... Discriminator Loss: 0.5808... Generator Loss: 2.0777 Epoch 25/25... Discriminator Loss: 1.3009... Generator Loss: 3.1764 Epoch 25/25... Discriminator Loss: 0.8373... Generator Loss: 1.4444 Epoch 25/25... Discriminator Loss: 0.8574... Generator Loss: 1.9158 Epoch 25/25... Discriminator Loss: 0.7938... Generator Loss: 1.8938 Epoch 25/25... Discriminator Loss: 0.9258... Generator Loss: 1.5092 Epoch 25/25... Discriminator Loss: 1.0318... Generator Loss: 1.2644
Epoch 25/25... Discriminator Loss: 0.6184... Generator Loss: 1.8425 Epoch 25/25... Discriminator Loss: 1.3158... Generator Loss: 3.6128 Epoch 25/25... Discriminator Loss: 1.1351... Generator Loss: 2.3231 Epoch 25/25... Discriminator Loss: 1.1311... Generator Loss: 1.0661 Epoch 25/25... Discriminator Loss: 0.6819... Generator Loss: 1.7762 Epoch 25/25... Discriminator Loss: 0.9612... Generator Loss: 1.5944 Epoch 25/25... Discriminator Loss: 1.0666... Generator Loss: 1.8583 Epoch 25/25... Discriminator Loss: 0.8313... Generator Loss: 1.5943 Epoch 25/25... Discriminator Loss: 1.1119... Generator Loss: 2.4658 Epoch 25/25... Discriminator Loss: 0.9839... Generator Loss: 1.8118
Epoch 25/25... Discriminator Loss: 0.9593... Generator Loss: 1.4163 Epoch 25/25... Discriminator Loss: 0.9532... Generator Loss: 1.8877 Epoch 25/25... Discriminator Loss: 0.9386... Generator Loss: 2.5143 Epoch 25/25... Discriminator Loss: 1.1330... Generator Loss: 1.8172 Epoch 25/25... Discriminator Loss: 0.9029... Generator Loss: 1.6332 Epoch 25/25... Discriminator Loss: 0.9884... Generator Loss: 1.7201 Epoch 25/25... Discriminator Loss: 0.9976... Generator Loss: 1.0797 Epoch 25/25... Discriminator Loss: 1.0421... Generator Loss: 1.7436 Epoch 25/25... Discriminator Loss: 0.9392... Generator Loss: 1.6007 Epoch 25/25... Discriminator Loss: 0.8813... Generator Loss: 2.4585
Epoch 25/25... Discriminator Loss: 1.0701... Generator Loss: 2.6056 Epoch 25/25... Discriminator Loss: 1.5229... Generator Loss: 1.8323 Epoch 25/25... Discriminator Loss: 1.1072... Generator Loss: 1.5030 Epoch 25/25... Discriminator Loss: 0.6448... Generator Loss: 2.8102 Epoch 25/25... Discriminator Loss: 0.9414... Generator Loss: 1.8833 Epoch 25/25... Discriminator Loss: 0.7292... Generator Loss: 1.7455 Epoch 25/25... Discriminator Loss: 0.7677... Generator Loss: 1.7074 Epoch 25/25... Discriminator Loss: 1.0830... Generator Loss: 1.5005 Epoch 25/25... Discriminator Loss: 0.9491... Generator Loss: 1.5835 Epoch 25/25... Discriminator Loss: 0.9762... Generator Loss: 1.8368
Epoch 25/25... Discriminator Loss: 0.6274... Generator Loss: 2.1556 Epoch 25/25... Discriminator Loss: 1.0270... Generator Loss: 2.4661 Epoch 25/25... Discriminator Loss: 0.9188... Generator Loss: 1.2041 Epoch 25/25... Discriminator Loss: 0.6151... Generator Loss: 2.2190 Epoch 25/25... Discriminator Loss: 0.8790... Generator Loss: 2.4462 Epoch 25/25... Discriminator Loss: 1.9160... Generator Loss: 0.6731 Epoch 25/25... Discriminator Loss: 1.0278... Generator Loss: 2.6372 Epoch 25/25... Discriminator Loss: 0.8863... Generator Loss: 1.7241 Epoch 25/25... Discriminator Loss: 0.9080... Generator Loss: 4.7428 Epoch 25/25... Discriminator Loss: 1.0631... Generator Loss: 2.0701
Epoch 25/25... Discriminator Loss: 0.7093... Generator Loss: 2.8439 Epoch 25/25... Discriminator Loss: 0.8490... Generator Loss: 1.9845 Epoch 25/25... Discriminator Loss: 0.6754... Generator Loss: 2.0487 Epoch 25/25... Discriminator Loss: 0.8644... Generator Loss: 2.5995 Epoch 25/25... Discriminator Loss: 1.0347... Generator Loss: 1.5702 Epoch 25/25... Discriminator Loss: 0.9519... Generator Loss: 2.0490 Epoch 25/25... Discriminator Loss: 1.1001... Generator Loss: 1.5128 Epoch 25/25... Discriminator Loss: 1.0069... Generator Loss: 2.5541 Epoch 25/25... Discriminator Loss: 0.9771... Generator Loss: 1.6738 Epoch 25/25... Discriminator Loss: 1.0155... Generator Loss: 1.0829
Epoch 25/25... Discriminator Loss: 1.1417... Generator Loss: 1.0678 Epoch 25/25... Discriminator Loss: 0.9819... Generator Loss: 1.7190 Epoch 25/25... Discriminator Loss: 0.6961... Generator Loss: 1.8925 Epoch 25/25... Discriminator Loss: 0.9741... Generator Loss: 1.8819 Epoch 25/25... Discriminator Loss: 1.0536... Generator Loss: 1.2989 Epoch 25/25... Discriminator Loss: 0.9194... Generator Loss: 2.4193 Epoch 25/25... Discriminator Loss: 0.7807... Generator Loss: 2.7035 Epoch 25/25... Discriminator Loss: 1.1131... Generator Loss: 0.9210 Epoch 25/25... Discriminator Loss: 0.8667... Generator Loss: 1.7805 Epoch 25/25... Discriminator Loss: 0.4554... Generator Loss: 2.3251
Epoch 25/25... Discriminator Loss: 0.9359... Generator Loss: 1.7361 Epoch 25/25... Discriminator Loss: 0.8650... Generator Loss: 1.8016 Epoch 25/25... Discriminator Loss: 1.0540... Generator Loss: 1.7148 Epoch 25/25... Discriminator Loss: 0.9110... Generator Loss: 1.5398 Epoch 25/25... Discriminator Loss: 1.1167... Generator Loss: 2.0835 Epoch 25/25... Discriminator Loss: 0.9095... Generator Loss: 1.9860 Epoch 25/25... Discriminator Loss: 1.3046... Generator Loss: 1.1092 Epoch 25/25... Discriminator Loss: 0.9365... Generator Loss: 2.0608 Epoch 25/25... Discriminator Loss: 0.8677... Generator Loss: 2.5399 Epoch 25/25... Discriminator Loss: 1.0452... Generator Loss: 2.1281
Epoch 25/25... Discriminator Loss: 0.7202... Generator Loss: 1.8603 Epoch 25/25... Discriminator Loss: 0.8940... Generator Loss: 2.8361 Epoch 25/25... Discriminator Loss: 0.8663... Generator Loss: 1.7646 Epoch 25/25... Discriminator Loss: 0.7870... Generator Loss: 1.5822 Epoch 25/25... Discriminator Loss: 1.3287... Generator Loss: 3.3759 Epoch 25/25... Discriminator Loss: 0.8938... Generator Loss: 1.8398 Epoch 25/25... Discriminator Loss: 0.9789... Generator Loss: 1.7639 Epoch 25/25... Discriminator Loss: 0.8957... Generator Loss: 2.0938 Epoch 25/25... Discriminator Loss: 0.8520... Generator Loss: 1.9615 Epoch 25/25... Discriminator Loss: 1.0994... Generator Loss: 3.8539
Epoch 25/25... Discriminator Loss: 0.8989... Generator Loss: 1.5894 Epoch 25/25... Discriminator Loss: 0.8411... Generator Loss: 1.4466 Epoch 25/25... Discriminator Loss: 1.1608... Generator Loss: 1.1188 Epoch 25/25... Discriminator Loss: 1.0569... Generator Loss: 1.6178 Epoch 25/25... Discriminator Loss: 0.7380... Generator Loss: 2.6417 Epoch 25/25... Discriminator Loss: 0.8179... Generator Loss: 3.6599 Epoch 25/25... Discriminator Loss: 0.8501... Generator Loss: 1.8136 Epoch 25/25... Discriminator Loss: 0.6188... Generator Loss: 1.5134 Epoch 25/25... Discriminator Loss: 1.1386... Generator Loss: 2.0858 Epoch 25/25... Discriminator Loss: 1.0269... Generator Loss: 2.1107
Epoch 25/25... Discriminator Loss: 1.0031... Generator Loss: 1.5652 Epoch 25/25... Discriminator Loss: 0.9675... Generator Loss: 1.9185 Epoch 25/25... Discriminator Loss: 0.6838... Generator Loss: 2.5815 Epoch 25/25... Discriminator Loss: 0.9570... Generator Loss: 1.1685 Epoch 25/25... Discriminator Loss: 0.8491... Generator Loss: 1.8765 Epoch 25/25... Discriminator Loss: 1.0850... Generator Loss: 2.3449 Epoch 25/25... Discriminator Loss: 0.9235... Generator Loss: 1.8582 Epoch 25/25... Discriminator Loss: 0.8670... Generator Loss: 1.7418 Epoch 25/25... Discriminator Loss: 0.7276... Generator Loss: 1.9777 Epoch 25/25... Discriminator Loss: 0.9220... Generator Loss: 1.2975
Epoch 25/25... Discriminator Loss: 0.6688... Generator Loss: 2.2679 Epoch 25/25... Discriminator Loss: 0.6422... Generator Loss: 2.9275 Epoch 25/25... Discriminator Loss: 1.1081... Generator Loss: 1.9888 Epoch 25/25... Discriminator Loss: 1.1651... Generator Loss: 1.7672 Epoch 25/25... Discriminator Loss: 0.8528... Generator Loss: 1.8555 Epoch 25/25... Discriminator Loss: 0.8480... Generator Loss: 3.7097 Epoch 25/25... Discriminator Loss: 0.7866... Generator Loss: 1.7802 Epoch 25/25... Discriminator Loss: 1.0836... Generator Loss: 2.4111 Epoch 25/25... Discriminator Loss: 0.8411... Generator Loss: 1.5046 Epoch 25/25... Discriminator Loss: 1.0425... Generator Loss: 2.7146
Epoch 25/25... Discriminator Loss: 0.6352... Generator Loss: 3.1541 Epoch 25/25... Discriminator Loss: 0.7796... Generator Loss: 2.4547 Epoch 25/25... Discriminator Loss: 1.2613... Generator Loss: 2.8093 Epoch 25/25... Discriminator Loss: 0.9738... Generator Loss: 1.6886 Epoch 25/25... Discriminator Loss: 0.8261... Generator Loss: 1.4712 Epoch 25/25... Discriminator Loss: 0.8946... Generator Loss: 1.8546 Epoch 25/25... Discriminator Loss: 1.2624... Generator Loss: 2.8047 Epoch 25/25... Discriminator Loss: 1.0553... Generator Loss: 1.6101
When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_face_generation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.